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Grasberger P, Sondrini AR, Clayton KL. Harnessing immune cells to eliminate HIV reservoirs. Curr Opin HIV AIDS 2024; 19:62-68. [PMID: 38167784 PMCID: PMC10908255 DOI: 10.1097/coh.0000000000000840] [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] [Indexed: 01/05/2024]
Abstract
PURPOSE OF REVIEW Despite decades of insights about how CD8 + T cells and natural killer (NK) cells contribute to natural control of infection, additional hurdles (mutational escape from cellular immunity, sequence diversity, and hard-to-access tissue reservoirs) will need to be overcome to develop a cure. In this review, we highlight recent findings of novel mechanisms of antiviral cellular immunity and discuss current strategies for therapeutic deisgn. RECENT FINDINGS Of note are the apparent converging roles of viral antigen-specific MHC-E-restricted CD8 + T cells and NK cells, interleukin (IL)-15 biologics to boost cytotoxicity, and broadly neutralizing antibodies in their native form or as anitbody fragments to neutralize virus and engage cellular immunity, respectively. Finally, renewed interest in myeloid cells as relevant viral reservoirs is an encouraging sign for designing inclusive therapeutic strategies. SUMMARY Several studies have shown promise in many preclinical models of disease, including simian immunodeficiency virus (SIV)/SHIV infection in nonhuman primates and HIV infection in humanized mice. However, each model comes with its own limitations and may not fully predict human responses. We eagerly await the results of clinical trails assessing the efficacy of these strategies to achieve reductions in viral reservoirs, delay viral rebound, or ultimately elicit immune based control of infection without combination antiretroviral therapy (cART).
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Affiliation(s)
- Paula Grasberger
- Department of Pathology, University of Massachusetts Chan Medical School
| | | | - Kiera L. Clayton
- Department of Pathology, University of Massachusetts Chan Medical School
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2
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Joseph J, Sandel G, Kulkarni R, Alatrash R, Herrera BB, Jain P. Antibody and Cell-Based Therapies against Virus-Induced Cancers in the Context of HIV/AIDS. Pathogens 2023; 13:14. [PMID: 38251321 PMCID: PMC10821063 DOI: 10.3390/pathogens13010014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 12/12/2023] [Accepted: 12/18/2023] [Indexed: 01/23/2024] Open
Abstract
Infectious agents, notably viruses, can cause or increase the risk of cancer occurrences. These agents often disrupt normal cellular functions, promote uncontrolled proliferation and growth, and trigger chronic inflammation, leading to cancer. Approximately 20% of all cancer cases in humans are associated with an infectious pathogen. The International Agency for Research on Cancer (IARC) recognizes seven viruses as direct oncogenic agents, including Epstein-Barr Virus (EBV), Kaposi's Sarcoma-associated herpesvirus (KSHV), human T-cell leukemia virus type-1 (HTLV-1), human papilloma virus (HPV), hepatitis C virus (HCV), hepatitis B virus (HBV), and human immunodeficiency virus type 1 (HIV-1). Most viruses linked to increased cancer risk are typically transmitted through contact with contaminated body fluids and high-risk behaviors. The risk of infection can be reduced through vaccinations and routine testing, as well as recognizing and addressing risky behaviors and staying informed about public health concerns. Numerous strategies are currently in pre-clinical phases or undergoing clinical trials for targeting cancers driven by viral infections. Herein, we provide an overview of risk factors associated with increased cancer incidence in people living with HIV (PLWH) as well as other chronic viral infections, and contributing factors such as aging, toxicity from ART, coinfections, and comorbidities. Furthermore, we highlight both antibody- and cell-based strategies directed against virus-induced cancers while also emphasizing approaches aimed at discovering cures or achieving complete remission for affected individuals.
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Affiliation(s)
- Julie Joseph
- Department of Microbiology & Immunology, Drexel University College of Medicine, Philadelphia, PA 19129, USA; (J.J.); (G.S.)
| | - Grace Sandel
- Department of Microbiology & Immunology, Drexel University College of Medicine, Philadelphia, PA 19129, USA; (J.J.); (G.S.)
| | - Ratuja Kulkarni
- Department of Microbiology & Immunology, Drexel University College of Medicine, Philadelphia, PA 19129, USA; (J.J.); (G.S.)
| | - Reem Alatrash
- Global Health Institute, Rutgers University, New Brunswick, NJ 08901, USA; (R.A.); (B.B.H.)
- Department of Medicine, Division of Allergy, Immunology and Infectious Diseases, Child Health Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ 08901, USA
| | - Bobby Brooke Herrera
- Global Health Institute, Rutgers University, New Brunswick, NJ 08901, USA; (R.A.); (B.B.H.)
- Department of Medicine, Division of Allergy, Immunology and Infectious Diseases, Child Health Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ 08901, USA
| | - Pooja Jain
- Department of Microbiology & Immunology, Drexel University College of Medicine, Philadelphia, PA 19129, USA; (J.J.); (G.S.)
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3
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Rincón DS, Flórez-Álvarez L, Taborda NA, Hernandez JC, Rugeles MT, Zapata-Builes W. NK cells from Men Who Have Sex with Men at high risk for HIV-1 infection exhibit higher effector capacity. Sci Rep 2023; 13:16766. [PMID: 37798386 PMCID: PMC10556081 DOI: 10.1038/s41598-023-44054-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 10/03/2023] [Indexed: 10/07/2023] Open
Abstract
Despite being under constant exposure to HIV-1, some individuals do not show serological or clinical evidence of infection and are known as HESN (HIV-Exposed Seronegative). Multiple studies in different HESN cohorts have linked the NK cells as a correlate of resistance; however, little is known about the role of these cells in Men Who Have Sex with Men (MSM) with high risk sexual behaviors. We evaluated a general overview of activation and effector features of NK cells of MSM co-cultured with LT CD4+ HIV+ in which MSM at high risk of HIV-1 infection (HR-MSM) exhibit higher capacity to eliminate infected cells, reduced percentages of CD69+ cells when compared to MSM at low risk of infection (LR-MSM). In addition, we found that, despite the lower levels of CD69+ NK cells on HR-MSM group, within this population, higher percentages of CD69+ IFN-γ+ and CD69+ NKG2D+ NK cells were found together with higher levels of RANTES and Granzyme B production with higher antiviral capacity, resulting in a lower concentration of p24 protein and p24+ CD4+ T cells. Altogether, this information suggests that NK cells of MSM could impact the capacity to face the viral infection.
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Affiliation(s)
- Daniel S Rincón
- Grupo Inmunovirología, Facultad de Medicina, Universidad de Antioquia UdeA, Medellín, 050010, Colombia
- Grupo Infettare, Facultad de Medicina, Universidad Cooperativa de Colombia, Medellín, 050016, Colombia
| | - Lizdany Flórez-Álvarez
- Grupo Inmunovirología, Facultad de Medicina, Universidad de Antioquia UdeA, Medellín, 050010, Colombia
- Grupo Infettare, Facultad de Medicina, Universidad Cooperativa de Colombia, Medellín, 050016, Colombia
| | | | - Juan C Hernandez
- Grupo Infettare, Facultad de Medicina, Universidad Cooperativa de Colombia, Medellín, 050016, Colombia
| | - María T Rugeles
- Grupo Inmunovirología, Facultad de Medicina, Universidad de Antioquia UdeA, Medellín, 050010, Colombia
| | - Wildeman Zapata-Builes
- Grupo Inmunovirología, Facultad de Medicina, Universidad de Antioquia UdeA, Medellín, 050010, Colombia.
- Grupo Infettare, Facultad de Medicina, Universidad Cooperativa de Colombia, Medellín, 050016, Colombia.
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4
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Cocker ATH, Guethlein LA, Parham P. The CD56-CD16+ NK cell subset in chronic infections. Biochem Soc Trans 2023:233017. [PMID: 37140380 DOI: 10.1042/bst20221374] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 04/14/2023] [Accepted: 04/18/2023] [Indexed: 05/05/2023]
Abstract
Long-term human diseases can shape the immune system, and natural killer (NK) cells have been documented to differentiate into distinct subsets specifically associated with chronic virus infections. One of these subsets found in large frequencies in HIV-1 are the CD56-CD16+ NK cells, and this population's association with chronic virus infections is the subject of this review. Human NK cells are classically defined by CD56 expression, yet increasing evidence supports the NK cell status of the CD56-CD16+ subset which we discuss herein. We then discuss the evidence linking CD56-CD16+ NK cells to chronic virus infections, and the potential immunological pathways that are altered by long-term infection that could be inducing the population's differentiation. An important aspect of NK cell regulation is their interaction with human leukocyte antigen (HLA) class-I molecules, and we highlight work that indicates both virus and genetic-mediated variations in HLA expression that have been linked to CD56-CD16+ NK cell frequencies. Finally, we offer a perspective on CD56-CD16+ NK cell function, taking into account recent work that implies the subset is comparable to CD56+CD16+ NK cell functionality in antibody-dependent cell cytotoxicity response, and the definition of CD56-CD16+ NK cell subpopulations with varying degranulation capacity against target cells.
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Affiliation(s)
- Alexander T H Cocker
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, U.S.A
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, U.S.A
| | - Lisbeth A Guethlein
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, U.S.A
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, U.S.A
| | - Peter Parham
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, U.S.A
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, U.S.A
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5
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George AF, Roan NR. Advances in HIV Research Using Mass Cytometry. Curr HIV/AIDS Rep 2023; 20:76-85. [PMID: 36689119 PMCID: PMC9869313 DOI: 10.1007/s11904-023-00649-x] [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] [Accepted: 01/09/2023] [Indexed: 01/24/2023]
Abstract
PURPOSE OF REVIEW This review describes how advances in CyTOF and high-dimensional analysis methods have furthered our understanding of HIV transmission, pathogenesis, persistence, and immunity. RECENT FINDINGS CyTOF has generated important insight on several aspects of HIV biology: (1) the differences between cells permissive to productive vs. latent HIV infection, and the HIV-induced remodeling of infected cells; (2) factors that contribute to the persistence of the long-term HIV reservoir, in both blood and tissues; and (3) the impact of HIV on the immune system, in the context of both uncontrolled and controlled infection. CyTOF and high-dimensional analysis tools have enabled in-depth assessment of specific host antigens remodeled by HIV, and have revealed insights into the features of HIV-infected cells enabling them to survive and persist, and of the immune cells that can respond to and potentially control HIV replication. CyTOF and other related high-dimensional phenotyping approaches remain powerful tools for translational research, and applied HIV to cohort studies can inform on mechanisms of HIV pathogenesis and persistence, and potentially identify biomarkers for viral eradication or control.
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Affiliation(s)
- Ashley F George
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA, 94158, USA
- Department of Urology, University of California at San Francisco, San Francisco, CA, 94143, USA
| | - Nadia R Roan
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA, 94158, USA.
- Department of Urology, University of California at San Francisco, San Francisco, CA, 94143, USA.
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6
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Sugrue JA, Posseme C, Tan Z, Pou C, Charbit B, Bondet V, Bourke NM, Brodin P, Duffy D, O'Farrelly C. Enhanced TLR3 responsiveness in hepatitis C virus resistant women from the Irish anti-D cohort. Cell Rep Med 2022; 3:100804. [PMID: 36334594 PMCID: PMC9729829 DOI: 10.1016/j.xcrm.2022.100804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 08/03/2022] [Accepted: 10/12/2022] [Indexed: 11/06/2022]
Abstract
Natural resistance to infection is an overlooked outcome after hepatitis C virus (HCV) exposure. Between 1977 and 1979, 1,200 Rhesus D-negative Irish women were exposed to HCV-contaminated anti-D immunoglobulin. Here, we investigate why some individuals appear to resist infection despite exposure (exposed seronegative [ESN]). We screen HCV-resistant and -susceptible donors for anti-HCV adaptive immune responses using ELISpots and VirScan to profile antibodies against all know human viruses. We perform standardized ex vivo whole blood stimulation (TruCulture) assays with antiviral ligands and assess antiviral responses using NanoString transcriptomics and Luminex proteomics. We describe an enhanced TLR3-type I interferon response in ESNs compared with seropositive women. We also identify increased inflammatory cytokine production in response to polyIC in ESNs compared with seropositive women. These enhanced responses may have contributed to innate immune protection against HCV infection in our cohort.
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Affiliation(s)
- Jamie A Sugrue
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Céline Posseme
- Translational Immunology Unit, Institut Pasteur, Paris, France
| | - Ziyang Tan
- Science for Life Laboratory, Department of Women's and Children Health, Karolinska Institutet, 17165 Stockholm, Sweden
| | - Christian Pou
- Science for Life Laboratory, Department of Women's and Children Health, Karolinska Institutet, 17165 Stockholm, Sweden
| | - Bruno Charbit
- Cytometry and Biomarkers UTechS, CRT, Institut Pasteur, Paris, France
| | - Vincent Bondet
- Translational Immunology Unit, Institut Pasteur, Paris, France
| | - Nollaig M Bourke
- Discipline of Medical Gerontology, School of Medicine, Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
| | - Petter Brodin
- Science for Life Laboratory, Department of Women's and Children Health, Karolinska Institutet, 17165 Stockholm, Sweden
| | - Darragh Duffy
- Translational Immunology Unit, Institut Pasteur, Paris, France; Cytometry and Biomarkers UTechS, CRT, Institut Pasteur, Paris, France
| | - Cliona O'Farrelly
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland; School of Medicine, Trinity College Dublin, Dublin, Ireland.
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7
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Cocker ATH, Liu F, Djaoud Z, Guethlein LA, Parham P. CD56-negative NK cells: Frequency in peripheral blood, expansion during HIV-1 infection, functional capacity, and KIR expression. Front Immunol 2022; 13:992723. [PMID: 36211403 PMCID: PMC9539804 DOI: 10.3389/fimmu.2022.992723] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 09/05/2022] [Indexed: 11/13/2022] Open
Abstract
Human NK cells are usually defined as CD3-CD56+ lymphocytes. However, a CD56-CD16+ (CD56neg) lymphocyte population that displays NK-associated markers expands during chronic viral infections such as HIV-1 and HCV, and, to lesser extent, in herpesvirus infections. This CD56neg NK cell subset has been understudied because it requires the exclusion of other lymphocytes to accurately identify its presence. Many questions remain regarding the origin, development, phenotype, and function of the CD56neg NK cell population. Our objective was to determine the frequency of this NK subset in healthy controls and its alteration in viral infections by performing a meta-analysis. In addition to this, we analyzed deposited CyTOF and scRNAseq datasets to define the phenotype and subsets of the CD56neg NK cell population, as well as their functional variation. We found in 757 individuals, from a combined 28 studies and 6 datasets, that the CD56neg subset constitutes 5.67% of NK cells in healthy peripheral blood, while HIV-1 infection increases this population by a mean difference of 10.69%. Meta-analysis of surface marker expression between NK subsets showed no evidence of increased exhaustion or decreased proliferation within the CD56neg subset. CD56neg NK cells have a distinctive pattern of KIR expression, implying they have a unique potential for KIR-mediated education. A perforin-CD94-NKG2C-NKp30- CD56neg population exhibited different gene expression and degranulation responses against K562 cells compared to other CD56neg cells. This analysis distinguishes two functionally distinct subsets of CD56neg NK cells. They are phenotypically diverse and have differing capacity for education by HLA class-I interactions with KIRs.
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Affiliation(s)
- Alexander T. H. Cocker
- Department of Structural Biology and Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, United States
- *Correspondence: Alexander T. H. Cocker,
| | - Fuguo Liu
- Department of Structural Biology and Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, United States
- Laboratory Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Zakia Djaoud
- Department of Structural Biology and Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, United States
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON, Canada
- Children’s Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada
| | - Lisbeth A. Guethlein
- Department of Structural Biology and Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, United States
| | - Peter Parham
- Department of Structural Biology and Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, United States
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8
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Monocyte Gene and Molecular Expression Profiles Suggest Distinct Effector and Regulatory Functions in Beninese HIV Highly Exposed Seronegative Female Commercial Sex Workers. Viruses 2022; 14:v14020361. [PMID: 35215954 PMCID: PMC8878004 DOI: 10.3390/v14020361] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 02/04/2022] [Accepted: 02/06/2022] [Indexed: 11/22/2022] Open
Abstract
We have previously reported that the female genital tract (FGT) of Beninese HIV highly-exposed seronegative (HESN) commercial sex workers (CSWs), presented elevated frequencies of a myeloid HLA-DR+CD14+CD11c+ population presenting “tolerogenic” monocyte derived dendritic cells (MoDC) features. In order to assess whether a differential profile of monocytes may be involved in the generation of these genital MoDCs, we have herein characterized the blood monocyte compartment of Beninese HESNs (HIV-uninfected ≥ 10 years CSWs) and relevant controls (HIV-uninfected 2.5–5 years CSWs herein termed “early HESNs”), HIV-infected CSWs, and low-risk HIV-uninfected women from the general population. Transcriptomic analyses by RNA-Seq of total sorted blood monocytes demonstrate that in comparison to the control groups, HESNs present increased expression levels of FCGR2C, FCAR, ITGAX, ITGAM, CR2, CD68, and CD163 genes, associated with effector functions. Moreover, we found increased expression levels of genes associated with protection/control against SHIV/HIV such as CCL3, CCL4, CCL5, BHLHE40, and TNFSF13, as well as with immune regulation such as IL-10, Ahr, CD83, and the orphan nuclear receptor (NR)4A1, NR4A2, and NR4A3. Through multicolor flow cytometry analyses, we noticed that the frequencies of intermediate and non-classical monocyte populations tended to be elevated in the blood of HESNs, and exhibited increased expression levels of effector CD16, CD11c, CD11b, as well as regulatory HLA-G, IL-10, and IFN-α markers when compared to HIV-uninfected women and/or HIV-infected CSWs. This profile is compatible with that previously reported in the FGT of HESNs, and likely confers an enormous advantage in their resistance to HIV infection.
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9
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George AF, Luo X, Neidleman J, Hoh R, Vohra P, Thomas R, Shin MG, Lee MJ, Blish CA, Deeks S, Greene WC, Lee SA, Roan NR. Deep Phenotypic Analysis of Blood and Lymphoid T and NK Cells From HIV+ Controllers and ART-Suppressed Individuals. Front Immunol 2022; 13:803417. [PMID: 35154118 PMCID: PMC8829545 DOI: 10.3389/fimmu.2022.803417] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 01/04/2022] [Indexed: 12/03/2022] Open
Abstract
T and natural killer (NK) cells are effector cells with key roles in anti-HIV immunity, including in lymphoid tissues, the major site of HIV persistence. However, little is known about the features of these effector cells from people living with HIV (PLWH), particularly from those who initiated antiretroviral therapy (ART) during acute infection. Our study design was to use 42-parameter CyTOF to conduct deep phenotyping of paired blood- and lymph node (LN)-derived T and NK cells from three groups of HIV+ aviremic individuals: elite controllers (N = 5), and ART-suppressed individuals who had started therapy during chronic (N = 6) vs. acute infection (N = 8), the latter of which is associated with better outcomes. We found that acute-treated individuals are enriched for specific subsets of T and NK cells, including blood-derived CD56-CD16+ NK cells previously associated with HIV control, and LN-derived CD4+ T follicular helper cells with heightened expansion potential. An in-depth comparison of the features of the cells from blood vs. LNs of individuals from our cohort revealed that T cells from blood were more activated than those from LNs. By contrast, LNs were enriched for follicle-homing CXCR5+ CD8+ T cells, which expressed increased levels of inhibitory receptors and markers of survival and proliferation as compared to their CXCR5- counterparts. In addition, a subset of memory-like CD56brightTCF1+ NK cells was enriched in LNs relative to blood. These results together suggest unique T and NK cell features in acute-treated individuals, and highlight the importance of examining effector cells not only in blood but also the lymphoid tissue compartment, where the reservoir mostly persists, and where these cells take on distinct phenotypic features.
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Affiliation(s)
- Ashley F. George
- Gladstone Institute of Virology, San Francisco, CA, United States,Department of Urology, University of California San Francisco, San Francisco, CA, United States
| | - Xiaoyu Luo
- Gladstone Institute of Virology, San Francisco, CA, United States
| | - Jason Neidleman
- Gladstone Institute of Virology, San Francisco, CA, United States,Department of Urology, University of California San Francisco, San Francisco, CA, United States
| | - Rebecca Hoh
- Division of HIV, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Poonam Vohra
- Department of Pathology, University of California San Francisco, San Francisco, CA, United States
| | - Reuben Thomas
- Gladstone Institutes, San Francisco, CA, United States
| | | | - Madeline J. Lee
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States,Program in Immunology, Stanford School of Medicine, Stanford, CA, United States
| | - Catherine A. Blish
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States,Program in Immunology, Stanford School of Medicine, Stanford, CA, United States
| | - Steven G. Deeks
- Division of HIV, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Warner C. Greene
- Gladstone Institute of Virology, San Francisco, CA, United States,Departments of Medicine, and Microbiology & Immunology, University of California San Francisco, San Francisco, CA, United States
| | - Sulggi A. Lee
- Zuckerberg San Francisco General Hospital and the University of California San Francisco, San Francisco, CA, United States,*Correspondence: Sulggi A. Lee, ; Nadia R. Roan,
| | - Nadia R. Roan
- Gladstone Institute of Virology, San Francisco, CA, United States,Department of Urology, University of California San Francisco, San Francisco, CA, United States,*Correspondence: Sulggi A. Lee, ; Nadia R. Roan,
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10
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Ivison GT, Vendrame E, Martínez-Colón GJ, Ranganath T, Vergara R, Zhao NQ, Martin MP, Bendall SC, Carrington M, Cyktor JC, McMahon DK, Eron J, Jones RB, Mellors JW, Bosch RJ, Gandhi RT, Holmes S, Blish CA. Natural Killer Cell Receptors and Ligands Are Associated With Markers of HIV-1 Persistence in Chronically Infected ART Suppressed Patients. Front Cell Infect Microbiol 2022; 12:757846. [PMID: 35223535 PMCID: PMC8866573 DOI: 10.3389/fcimb.2022.757846] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 01/21/2022] [Indexed: 11/13/2022] Open
Abstract
The latent HIV-1 reservoir represents a major barrier to achieving a long-term antiretroviral therapy (ART)-free remission or cure for HIV-1. Natural Killer (NK) cells are innate immune cells that play a critical role in controlling viral infections and have been shown to be involved in preventing HIV-1 infection and, in those who are infected, delaying time to progression to AIDS. However, their role in limiting HIV-1 persistence on long term ART is still uncharacterized. To identify associations between markers of HIV-1 persistence and the NK cell receptor-ligand repertoire, we used twin mass cytometry panels to characterize the peripheral blood NK receptor-ligand repertoire in individuals with long-term antiretroviral suppression enrolled in the AIDS Clinical Trial Group A5321 study. At the time of testing, participants had been on ART for a median of 7 years, with virological suppression <50 copies/mL since at most 48 weeks on ART. We found that the NK cell receptor and ligand repertoires did not change across three longitudinal samples over one year-a median of 25 weeks and 50 weeks after the initial sampling. To determine the features of the receptor-ligand repertoire that associate with markers of HIV-1 persistence, we performed a LASSO normalized regression. This analysis revealed that the NK cell ligands CD58, HLA-B, and CRACC, as well as the killer cell immunoglobulin-like receptors (KIRs) KIR2DL1, KIR2DL3, and KIR2DS4 were robustly predictive of markers of HIV-1 persistence, as measured by total HIV-1 cell-associated DNA, HIV-1 cell-associated RNA, and single copy HIV-RNA assays. To characterize the roles of cell populations defined by multiple markers, we augmented the LASSO analysis with FlowSOM clustering. This analysis found that a less mature NK cell phenotype (CD16+CD56dimCD57-LILRB1-NKG2C-) was associated with lower HIV-1 cell associated DNA. Finally, we found that surface expression of HLA-Bw6 measured by CyTOF was associated with lower HIV-1 persistence. Genetic analysis revealed that this was driven by lower HIV-1 persistence in HLA-Bw4/6 heterozygotes. These findings suggest that there may be a role for NK cells in controlling HIV-1 persistence in individuals on long-term ART, which must be corroborated by future studies.
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Affiliation(s)
- Geoffrey T Ivison
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States.,Department of Pathology, Stanford University School of Medicine, Stanford, CA, United States.,Program in Immunology, Stanford University School of Medicine, Stanford, CA, United States
| | - Elena Vendrame
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Giovanny J Martínez-Colón
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Thanmayi Ranganath
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Rosemary Vergara
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Nancy Q Zhao
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States.,Program in Immunology, Stanford University School of Medicine, Stanford, CA, United States
| | - Maureen P Martin
- Basic Science Program, Frederick National Laboratory for Cancer Research, National, Cancer Institute, Frederick, MD, United States.,Laboratory of Integrative Cancer, Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, United States
| | - Sean C Bendall
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, United States
| | - Mary Carrington
- Basic Science Program, Frederick National Laboratory for Cancer Research, National, Cancer Institute, Frederick, MD, United States.,Laboratory of Integrative Cancer, Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, United States.,Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Boston, MA, United States
| | - Joshua C Cyktor
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, PA, United States
| | - Deborah K McMahon
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, PA, United States.,Department of Infectious Diseases and Microbiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, United States
| | - Joseph Eron
- Division of Infectious Diseases, University of North Carolina, Chapel Hill, NC, United States
| | - R Brad Jones
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY, United States
| | - John W Mellors
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, PA, United States
| | - Ronald J Bosch
- Center for Biostatistics in AIDS Research, Harvard TH Chan School of Public Health, Boston, MA, United States
| | - Rajesh T Gandhi
- Division of Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.,Center for AIDS Research, Harvard University, Boston, MA, United States
| | - Susan Holmes
- Department of Statistics, School of Humanities and Sciences, Stanford University, Stanford, CA, United States
| | - Catherine A Blish
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States.,Chan Zuckerberg Biohub, San Francisco, CA, United States
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11
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Sugrue JA, Bourke NM, O’Farrelly C. Type I Interferon and the Spectrum of Susceptibility to Viral Infection and Autoimmune Disease: A Shared Genomic Signature. Front Immunol 2021; 12:757249. [PMID: 34917078 PMCID: PMC8669998 DOI: 10.3389/fimmu.2021.757249] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 11/15/2021] [Indexed: 01/08/2023] Open
Abstract
Type I interferons (IFN-I) and their cognate receptor, the IFNAR1/2 heterodimer, are critical components of the innate immune system in humans. They have been widely explored in the context of viral infection and autoimmune disease where they play key roles in protection against infection or shaping disease pathogenesis. A false dichotomy has emerged in the study of IFN-I where interferons are thought of as either beneficial or pathogenic. This 'good or bad' viewpoint excludes more nuanced interpretations of IFN-I biology - for example, it is known that IFN-I is associated with the development of systemic lupus erythematosus, yet is also protective in the context of infectious diseases and contributes to resistance to viral infection. Studies have suggested that a shared transcriptomic signature underpins both potential resistance to viral infection and susceptibility to autoimmune disease. This seems to be particularly evident in females, who exhibit increased viral resistance and increased susceptibility to autoimmune disease. The molecular mechanisms behind such a signature and the role of sex in its determination have yet to be precisely defined. From a genomic perspective, several single nucleotide polymorphisms (SNPs) in the IFN-I pathway have been associated with both infectious and autoimmune disease. While overlap between infection and autoimmunity has been described in the incidence of these SNPs, it has been overlooked in work and discussion to date. Here, we discuss the possible contributions of IFN-Is to the pathogenesis of infectious and autoimmune diseases. We comment on genetic associations between common SNPs in IFN-I or their signalling molecules that point towards roles in protection against viral infection and susceptibility to autoimmunity and propose that a shared transcriptomic and genomic immunological signature may underlie resistance to viral infection and susceptibility to autoimmunity in humans. We believe that defining shared transcriptomic and genomic immunological signatures underlying resistance to viral infection and autoimmunity in humans will reveal new therapeutic targets and improved vaccine strategies, particularly in females.
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Affiliation(s)
- Jamie A. Sugrue
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Nollaig M. Bourke
- Department of Medical Gerontology, School of Medicine, Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
| | - Cliona O’Farrelly
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
- School of Medicine, Trinity College Dublin, Dublin, Ireland
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12
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Seiler C, Ferreira AM, Kronstad LM, Simpson LJ, Le Gars M, Vendrame E, Blish CA, Holmes S. CytoGLMM: conditional differential analysis for flow and mass cytometry experiments. BMC Bioinformatics 2021; 22:137. [PMID: 33752595 PMCID: PMC7983283 DOI: 10.1186/s12859-021-04067-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 03/03/2021] [Indexed: 11/10/2022] Open
Abstract
Background Flow and mass cytometry are important modern immunology tools for measuring expression levels of multiple proteins on single cells. The goal is to better understand the mechanisms of responses on a single cell basis by studying differential expression of proteins. Most current data analysis tools compare expressions across many computationally discovered cell types. Our goal is to focus on just one cell type. Our narrower field of application allows us to define a more specific statistical model with easier to control statistical guarantees. Results Differential analysis of marker expressions can be difficult due to marker correlations and inter-subject heterogeneity, particularly for studies of human immunology. We address these challenges with two multiple regression strategies: a bootstrapped generalized linear model and a generalized linear mixed model. On simulated datasets, we compare the robustness towards marker correlations and heterogeneity of both strategies. For paired experiments, we find that both strategies maintain the target false discovery rate under medium correlations and that mixed models are statistically more powerful under the correct model specification. For unpaired experiments, our results indicate that much larger patient sample sizes are required to detect differences. We illustrate the CytoGLMM R package and workflow for both strategies on a pregnancy dataset. Conclusion Our approach to finding differential proteins in flow and mass cytometry data reduces biases arising from marker correlations and safeguards against false discoveries induced by patient heterogeneity.
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Affiliation(s)
- Christof Seiler
- Department of Data Science and Knowledge Engineering, Maastricht University, Maastricht, The Netherlands. .,Mathematics Centre Maastricht, Maastricht University, Maastricht, The Netherlands. .,Department of Statistics, Stanford University, Stanford, USA.
| | | | - Lisa M Kronstad
- Immunology Program, Stanford University School of Medicine, Stanford, USA.,Department of Medicine, Stanford University School of Medicine, Stanford, USA.,Department of Microbiology and Immunology, Midwestern University, Downers Grove, USA
| | - Laura J Simpson
- Immunology Program, Stanford University School of Medicine, Stanford, USA.,Department of Medicine, Stanford University School of Medicine, Stanford, USA
| | - Mathieu Le Gars
- Immunology Program, Stanford University School of Medicine, Stanford, USA.,Department of Medicine, Stanford University School of Medicine, Stanford, USA
| | - Elena Vendrame
- Immunology Program, Stanford University School of Medicine, Stanford, USA.,Department of Medicine, Stanford University School of Medicine, Stanford, USA
| | - Catherine A Blish
- Immunology Program, Stanford University School of Medicine, Stanford, USA.,Department of Medicine, Stanford University School of Medicine, Stanford, USA.,Chan Zuckerberg Biohub, San Francisco, USA
| | - Susan Holmes
- Department of Statistics, Stanford University, Stanford, USA
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13
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Blondin-Ladrie L, Aranguren M, Doyon-Laliberté K, Poudrier J, Roger M. The Importance of Regulation in Natural Immunity to HIV. Vaccines (Basel) 2021; 9:vaccines9030271. [PMID: 33803543 PMCID: PMC8003059 DOI: 10.3390/vaccines9030271] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 03/15/2021] [Accepted: 03/16/2021] [Indexed: 02/07/2023] Open
Abstract
Worldwide, most Human Immunodeficiency Virus (HIV) infections are acquired through heterosexual intercourse, and in sub-Saharan Africa, 59% of new HIV infections affect women. Vaccines and microbicides hold promise for preventing the acquisition of HIV. To this end, the study of HIV highly exposed seronegative (HESN) female commercial sex workers (CSWs), who constitute a model of natural immunity to HIV, provides an exceptional opportunity to determine important clues for the development of preventive strategies. Studies using both female genital tract (FGT) and peripheral blood samples of HESN CSWs, have allowed identifying distinct features, notably low-inflammatory patterns associated with resistance to infection. How this seemingly regulated response is achieved at the initial site of HIV infection remains unknown. One hypothesis is that populations presenting regulatory profiles contribute to the orchestration of potent anti-viral and low-inflammatory responses at the initial site of HIV transmission. Here, we view to update our knowledge regarding this issue.
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Affiliation(s)
- Laurence Blondin-Ladrie
- Axe Immunopathologie, Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X0A9, Canada; (L.B.-L.); (M.A.); (K.D.-L.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3C3J7, Canada
| | - Matheus Aranguren
- Axe Immunopathologie, Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X0A9, Canada; (L.B.-L.); (M.A.); (K.D.-L.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3C3J7, Canada
| | - Kim Doyon-Laliberté
- Axe Immunopathologie, Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X0A9, Canada; (L.B.-L.); (M.A.); (K.D.-L.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3C3J7, Canada
| | - Johanne Poudrier
- Axe Immunopathologie, Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X0A9, Canada; (L.B.-L.); (M.A.); (K.D.-L.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3C3J7, Canada
- Correspondence: (J.P.); (M.R.)
| | - Michel Roger
- Axe Immunopathologie, Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X0A9, Canada; (L.B.-L.); (M.A.); (K.D.-L.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3C3J7, Canada
- Institut National de Santé Publique du Québec, Montréal, QC H2P1E2, Canada
- Correspondence: (J.P.); (M.R.)
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14
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HIV-Exposed Seronegative Sex Workers Express Low T-Cell Activation and an Intact Ectocervical Tissue Microenvironment. Vaccines (Basel) 2021; 9:vaccines9030217. [PMID: 33806390 PMCID: PMC7998094 DOI: 10.3390/vaccines9030217] [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: 01/22/2021] [Revised: 02/26/2021] [Accepted: 02/26/2021] [Indexed: 02/07/2023] Open
Abstract
Immunological correlates of natural resistance to HIV have been identified in HIV-exposed seronegative (HESN) individuals and include a low-inflammatory genital mucosal status. The cervicovaginal epithelium has not been studied for such correlates despite constituting an important barrier against sexual HIV transmission. To fill this gap in knowledge, we collected samples of blood, cervical mononuclear cells, cervicovaginal lavage, and ectocervical tissue from Kenyan HESN sex workers (n = 29) and controls (n = 33). The samples were analyzed by flow cytometry, protein profiling, 16S rRNA gene sequencing, in situ image analysis, and tissue-based RNA sequencing. A significantly higher relative proportion of regulatory T cells in blood (B7+CD25hiFoxP3+CD127loCD4+ and B7+Helios+FoxP3+CD4+), and a significantly lower proportion of activated cervical T cells (CCR5+CD69+CD4+ and CCR5+CD69+CD8+), were found in the HESN group compared with the controls. In contrast, there were no statistically significant differences between the study groups in cervicovaginal protein and microbiome compositions, ectocervical epithelial thickness, E-cadherin expression, HIV receptor expression, and tissue RNA transcriptional profiles. The identification of an intact ectocervical microenvironment in HESN individuals add new data to current knowledge about natural resistance to sexual transmission of HIV.
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15
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Vendrame E, McKechnie JL, Ranganath T, Zhao NQ, Rustagi A, Vergara R, Ivison GT, Kronstad LM, Simpson LJ, Blish CA. Profiling of the Human Natural Killer Cell Receptor-Ligand Repertoire. J Vis Exp 2020:10.3791/61912. [PMID: 33283785 PMCID: PMC7935321 DOI: 10.3791/61912] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Natural killer (NK) cells are among the first responders to viral infections. The ability of NK cells to rapidly recognize and kill virally infected cells is regulated by their expression of germline-encoded inhibitory and activating receptors. The engagement of these receptors by their cognate ligands on target cells determines whether the intercellular interaction will result in NK cell killing. This protocol details the design and optimization of two complementary mass cytometry (CyTOF) panels. One panel was designed to phenotype NK cells based on receptor expression. The other panel was designed to interrogate expression of known ligands for NK cell receptors on several immune cell subsets. Together, these two panels allow for the profiling of the human NK cell receptor-ligand repertoire. Furthermore, this protocol also details the process by which we stain samples for CyTOF. This process has been optimized for improved reproducibility and standardization. An advantage of CyTOF is its ability to measure over 40 markers in each panel, with minimal signal overlap, allowing researchers to capture the breadth of the NK cell receptor-ligand repertoire. Palladium barcoding also reduces inter-sample variation, as well as consumption of reagents, making it easier to stain samples with each panel in parallel. Limitations of this protocol include the relatively low throughput of CyTOF and the inability to recover cells after analysis. These panels were designed for the analysis of clinical samples from patients suffering from acute and chronic viral infections, including dengue virus, human immunodeficiency virus (HIV), and influenza. However, they can be utilized in any setting to investigate the human NK cell receptor-ligand repertoire. Importantly, these methods can be applied broadly to the design and execution of future CyTOF panels.
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Affiliation(s)
- Elena Vendrame
- Department of Medicine, Stanford University School of Medicine
| | - Julia L McKechnie
- Department of Medicine, Stanford University School of Medicine; Program in Immunology, Stanford University School of Medicine
| | | | - Nancy Q Zhao
- Department of Medicine, Stanford University School of Medicine; Program in Immunology, Stanford University School of Medicine
| | - Arjun Rustagi
- Department of Medicine, Stanford University School of Medicine
| | | | - Geoffrey T Ivison
- Department of Medicine, Stanford University School of Medicine; Program in Immunology, Stanford University School of Medicine
| | - Lisa M Kronstad
- Department of Medicine, Stanford University School of Medicine
| | - Laura J Simpson
- Department of Medicine, Stanford University School of Medicine
| | - Catherine A Blish
- Department of Medicine, Stanford University School of Medicine; Program in Immunology, Stanford University School of Medicine; Chan-Zuckerberg BioHub;
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16
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Bachiller M, Battram AM, Perez-Amill L, Martín-Antonio B. Natural Killer Cells in Immunotherapy: Are We Nearly There? Cancers (Basel) 2020; 12:E3139. [PMID: 33120910 PMCID: PMC7694052 DOI: 10.3390/cancers12113139] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 10/22/2020] [Accepted: 10/24/2020] [Indexed: 12/17/2022] Open
Abstract
Natural killer (NK) cells are potent anti-tumor and anti-microbial cells of our innate immune system. They are equipped with a vast array of receptors that recognize tumor cells and other pathogens. The innate immune activity of NK cells develops faster than the adaptive one performed by T cells, and studies suggest an important immunoregulatory role for each population against the other. The association, observed in acute myeloid leukemia patients receiving haploidentical killer-immunoglobulin-like-receptor-mismatched NK cells, with induction of complete remission was the determinant to begin an increasing number of clinical studies administering NK cells for the treatment of cancer patients. Unfortunately, even though transfused NK cells demonstrated safety, their observed efficacy was poor. In recent years, novel studies have emerged, combining NK cells with other immunotherapeutic agents, such as monoclonal antibodies, which might improve clinical efficacy. Moreover, genetically-modified NK cells aimed at arming NK cells with better efficacy and persistence have appeared as another option. Here, we review novel pre-clinical and clinical studies published in the last five years administering NK cells as a monotherapy and combined with other agents, and we also review chimeric antigen receptor-modified NK cells for the treatment of cancer patients. We then describe studies regarding the role of NK cells as anti-microbial effectors, as lessons that we could learn and apply in immunotherapy applications of NK cells; these studies highlight an important immunoregulatory role performed between T cells and NK cells that should be considered when designing immunotherapeutic strategies. Lastly, we highlight novel strategies that could be combined with NK cell immunotherapy to improve their targeting, activity, and persistence.
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Affiliation(s)
| | | | | | - Beatriz Martín-Antonio
- Department of Hematology, Hospital Clinic, IDIBAPS, 08036 Barcelona, Spain; (M.B.); (A.M.B.); (L.P.-A.)
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