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1.
Am J Physiol Renal Physiol ; 326(2): F257-F264, 2024 02 01.
Article En | MEDLINE | ID: mdl-38031731

Renal artery stenosis (RAS) is a major cause of ischemic kidney disease, which is largely mediated by inflammation. Mapping the immune cell composition in ischemic kidneys might provide useful insight into the disease pathogenesis and uncover therapeutic targets. We used mass cytometry (CyTOF) to explore the single-cell composition in a unique data set of human kidneys nephrectomized due to chronic occlusive vascular disease (RAS, n = 3), relatively healthy donor kidneys (n = 6), and unaffected sections of kidneys with renal cell carcinoma (RCC, n = 3). Renal fibrosis and certain macrophage populations were also evaluated in renal sections. Cytobank analysis showed in RAS kidneys decreased cell populations expressing epithelial markers (CD45-/CD13+) and increased CD45+ inflammatory cells, whereas scattered tubular-progenitor-like cells (CD45-/CD133+/CD24+) increased compared with kidney donors. Macrophages switched to proinflammatory phenotypes in RAS, and the numbers of IL-10-producing dendritic cells (DC) were also lower. Compared with kidney donors, RAS kidneys had decreased overall DC populations but increased plasmacytoid DC. Furthermore, senescent active T cells (CD45+/CD28+/CD57+), aged neutrophils (CD45+/CD15+/CD24+/CD11c+), and regulatory B cells (CD45+/CD14-/CD24+/CD44+) were increased in RAS. RCC kidneys showed a distribution of cell phenotypes comparable with RAS but less pronounced, accompanied by an increase in CD34+, CD370+, CD103+, and CD11c+/CD103+ cells. Histologically, RAS kidneys showed significantly increased fibrosis and decreased CD163+/CD141+ cells. The single-cell platform CyTOF enables the detection of significant changes in renal cells, especially in subsets of immune cells in ischemic human kidneys. Endogenous pro-repair cell types in RAS warrant future study for potential immune therapy.NEW & NOTEWORTHY The single-cell platform mass cytometry (CyTOF) enables detection of significant changes in one million of renal cells, especially in subsets of immune cells in ischemic human kidneys distal to renal artery stenosis (RAS). We found that pro-repair cell types such as scattered tubular-progenitor-like cells, aged neutrophils, and regulatory B cells show a compensatory increase in RAS. Immune cell phenotype changes may reflect ongoing inflammation and impaired immune defense capability in the kidneys.


Carcinoma, Renal Cell , Kidney Neoplasms , Renal Artery Obstruction , Humans , Aged , Carcinoma, Renal Cell/pathology , Renal Artery Obstruction/pathology , Renal Artery , Kidney/pathology , Ischemia/pathology , Phenotype , Inflammation/pathology , Kidney Neoplasms/pathology
3.
Blood Cancer J ; 13(1): 124, 2023 08 18.
Article En | MEDLINE | ID: mdl-37591873

T-lymphocytes are prevalent in the tumor microenvironment of follicular lymphoma (FL). However, the phenotype of T-cells may vary, and the prevalence of certain T-cell subsets may influence tumor biology and patient survival. We therefore analyzed a cohort of 82 FL patients using CyTOF to determine whether specific T-cell phenotypes were associated with distinct tumor microenvironments and patient outcome. We identified four immune subgroups with differing T-cell phenotypes and the prevalence of certain T-cell subsets was associated with patient survival. Patients with increased T cells with early differentiation stage tended to have a significantly better survival than patients with increased T-cells of late differentiation stage. Specifically, CD57+ TFH cells, with a late-stage differentiation phenotype, were significantly more abundant in FL patients who had early disease progression and therefore correlated with an inferior survival. Single cell analysis (CITE-seq) revealed that CD57+ TFH cells exhibited a substantially different transcriptome from CD57- TFH cells with upregulation of inflammatory pathways, evidence of immune exhaustion and susceptibility to apoptosis. Taken together, our results show that different tumor microenvironments among FL patients are associated with variable T-cell phenotypes and an increased prevalence of CD57+ TFH cells is associated with poor patient survival.


Lymphoma, Follicular , T Follicular Helper Cells , Humans , Tumor Microenvironment , Cell Differentiation , Phenotype
4.
Hematol Oncol ; 41(4): 644-654, 2023 Oct.
Article En | MEDLINE | ID: mdl-37254453

Non-follicular low-grade B-cell lymphomas (LGBCL) are biologically diverse entities that share clinical and histologic features that make definitive pathologic categorization challenging. While most patients with LGBCL have an indolent course, some experience aggressive disease, highlighting additional heterogeneity across these subtypes. To investigate the potential for shared biology across subtypes, we performed RNA sequencing and applied machine learning approaches that identified five clusters of patients that grouped independently of subtype. One cluster was characterized by inferior outcome, upregulation of cell cycle genes, and increased tumor immune cell content. Integration of whole exome sequencing identified novel LGBCL mutations and enrichment of TNFAIP3 and BCL2 alterations in the poor survival cluster. Building on this, we further refined a transcriptomic signature associated with early clinical failure in two independent cohorts. Taken together, this study identifies unique clusters of LGBCL defined by novel gene expression signatures and immune profiles associated with outcome across diagnostic subtypes.


Lymphoma, B-Cell , Humans , Lymphoma, B-Cell/pathology , Gene Expression Profiling , Transcriptome
5.
Leukemia ; 37(7): 1485-1498, 2023 07.
Article En | MEDLINE | ID: mdl-37117318

The role of the tumor microenvironment (TME) and intratumoral T cells in splenic marginal zone lymphoma (sMZL) is largely unknown. In the present study, we evaluated 36 sMZL spleen specimens by single cell analysis to gain a better understanding of the TME in sMZL. Using mass cytometry (CyTOF), we observed that the TME in sMZL is distinct from that of control non-malignant reactive spleen (rSP). We found that the number of TFH cells varied greatly in sMZL, ICOS+ TFH cells were more abundant in sMZL than rSP, and TFH cells positively correlated with increased numbers of memory B cells. Treg cell analysis revealed that TIGIT+ Treg cells are enriched in sMZL and correlate with suppression of TH17 and TH22 cells. Intratumoral CD8+ T cells were comprised of subsets of short-lived, exhausted and late-stage differentiated cells, thereby functionally impaired. We observed that T-cell exhaustion was present in sMZL and TIM-3 expression on PD-1low cells identified cells with severe immune dysfunction. Gene expression profiling by CITE-seq analysis validated this finding. Taken together, our data suggest that the TME as a whole, and T-cell population specifically, are heterogenous in sMZL and immune exhaustion is one of the major factors impairing T-cell function.


Leukemia, Lymphocytic, Chronic, B-Cell , Lymphoma, B-Cell, Marginal Zone , Lymphoma , Splenic Neoplasms , Humans , Tumor Microenvironment , CD8-Positive T-Lymphocytes/metabolism , Splenic Neoplasms/genetics , Splenic Neoplasms/metabolism , Splenic Neoplasms/pathology , Lymphoma, B-Cell, Marginal Zone/genetics
6.
Clin Cancer Res ; 29(5): 957-970, 2023 03 01.
Article En | MEDLINE | ID: mdl-36534518

PURPOSE: IgM monoclonal gammopathy of undetermined significance (MGUS) and Waldenström macroglobulinemia (WM) represent a disease spectrum with highly varied therapeutic management, ranging from observation to chemoimmunotherapy. The current classification relies solely on clinical features and does not explain the heterogeneity that exists within each of these conditions. Further investigation is warranted to shed light on the biology that may account for the clinical differences. EXPERIMENTAL DESIGN: We used bone marrow (BM) clonal CD19+ and/or CD138+ sorted cells, matched BM supernatant, and peripheral blood serum from 32 patients (7 MGUS, 25 WM) to perform the first multi-omics approach including whole-exome sequencing, RNA sequencing, proteomics, metabolomics, and mass cytometry. RESULTS: We identified three clusters with distinct pathway activation, immune content, metabolomic, and clinical features. Cluster 1 included only patients with WM and was characterized by transcriptional silencing of genes involved in cell cycle and immune response, enrichment of mitochondrial metabolism, infiltration of senescent T effector memory cells, and aggressive clinical behavior. Genetic/structural alterations of TNFAIP3 were distinct events of this cluster. Cluster 2 comprised both MGUS and WM patients with upregulation of inflammatory response, senescence and glycolysis signatures, increased activated T follicular helper and T regulatory cells, and indolent clinical behavior. Cluster 3 also included both MGUS and WM patients and exhibited intermediate features, including proliferative and inflammatory signaling, as well as glycolysis and mitochondrial metabolism. CONCLUSIONS: We have identified three distinct molecular clusters, suggesting a potential biologic classification that may have therapeutic implications.


Monoclonal Gammopathy of Undetermined Significance , Waldenstrom Macroglobulinemia , Humans , Immunoglobulin M , Monoclonal Gammopathy of Undetermined Significance/genetics , Adaptor Proteins, Signal Transducing , Signal Transduction
7.
Clin Cancer Res ; 28(19): 4322-4335, 2022 10 03.
Article En | MEDLINE | ID: mdl-35686915

PURPOSE: Regulatory T-cells (Treg) are essential to Tregs homeostasis and modulate the antitumor immune response in patients with lymphoma. However, the biology and prognostic impact of Tregs in splenic marginal zone lymphoma (SMZL) have not been studied. EXPERIMENTAL DESIGN: Biopsy specimens from 24 patients with SMZL and 12 reactive spleens (rSP) from individuals without lymphoma were analyzed by using CITE-seq (cellular indexing of transcriptomes and epitopes by sequencing), CyTOF (mass cytometry) analysis, and flow cytometry to explore the phenotype, transcriptomic profile, and clinical significance of intratumoral Tregs and their subsets. The biological characteristics and cell signaling pathways of intratumoral Treg subsets were confirmed by in vitro functional assays. RESULTS: We found that Tregs are more abundant in SMZL patients' spleens than rSP, and Tregs from patients with SMZL and rSP can be separated into CD161+Treg and CD26+Treg subsets. CD161+Tregs are increased in SMZL but have dysregulated immune function. We found that CD161+Treg and CD26+Tregs have unique gene expression and phenotypic profiles and are differentially correlated with patient outcomes. Specifically, increased CD161+Tregs are significantly associated with a favorable prognosis in patients with SMZL, whereas CD26+Tregs are associated with a poor prognosis. Furthermore, activation of the IL2/STAT5 pathway contributes to the induction of CD26+Tregs and can be reversed by STAT5 inhibition. CONCLUSIONS: IL2/STAT5-mediated expansion of CD26+Tregs contributes to a poor clinical outcome in SMZL and may represent a therapeutic opportunity in this disease.


Leukemia, Lymphocytic, Chronic, B-Cell , Lymphoma, B-Cell, Marginal Zone , Lymphoma , Splenic Neoplasms , Dipeptidyl Peptidase 4/genetics , Dipeptidyl Peptidase 4/metabolism , Epitopes , Humans , Interleukin-2/genetics , Lymphoma, B-Cell, Marginal Zone/genetics , Phenotype , STAT5 Transcription Factor/metabolism , Splenic Neoplasms/genetics , Splenic Neoplasms/metabolism , Splenic Neoplasms/pathology
8.
Leukemia ; 36(1): 165-176, 2022 01.
Article En | MEDLINE | ID: mdl-34230608

Angioimmunoblastic T-cell lymphoma (AITL) is an aggressive lymphoid malignancy associated with a poor clinical prognosis. The AITL tumor microenvironment (TME) is unique, featuring a minority population of malignant CD4+ T follicular helper (TFH) cells inter-mixed with a diverse infiltrate of multi-lineage immune cells. While much of the understanding of AITL biology to date has focused on characteristics of the malignant clone, less is known about the many non-malignant populations that comprise the TME. Recently, mutational consistencies have been identified between malignant cells and non-malignant B cells within the AITL TME. As a result, a significant role for non-malignant populations in AITL biology has been increasingly hypothesized. In this study, we have utilized mass cytometry and single-cell transcriptome analysis to identify several expanded populations within the AITL TME. Notably, we find that B cells within the AITL TME feature decreased expression of key markers including CD73 and CXCR5. Furthermore, we describe the expansion of distinct CD8+ T cell populations that feature an exhausted phenotype and an underlying expression profile indicative of dysfunction, impaired cytotoxicity, and upregulation of the chemokines XCL2 and XCL1.


Biomarkers, Tumor/genetics , Immunoblastic Lymphadenopathy/pathology , Lymphoma, T-Cell/pathology , Mutation , Single-Cell Analysis/methods , Transcriptome , Tumor Microenvironment , Case-Control Studies , Gene Expression Profiling , Gene Expression Regulation, Leukemic , Humans , Immunoblastic Lymphadenopathy/genetics , Immunoblastic Lymphadenopathy/immunology , Lymphoma, T-Cell/genetics , Lymphoma, T-Cell/immunology , Phenotype , Prognosis , Tumor Cells, Cultured
9.
Blood Cancer J ; 11(7): 130, 2021 07 15.
Article En | MEDLINE | ID: mdl-34267181

Despite a characteristic indolent course, a substantial subset of follicular lymphoma (FL) patients has an early relapse with a poor outcome. Cells in the microenvironment may be a key contributor to treatment failure. We used a discovery and validation study design to identify microenvironmental determinants of early failure and then integrated these results into the FLIPI. In total, 496 newly diagnosed FL grade 1-3 A patients who were prospectively enrolled into the MER cohort from 2002 to 2012 were evaluated. Tissue microarrays were stained for CD4, CD8, FOXP3, CD32b, CD14, CD68, CD70, SIRP-α, TIM3, PD-1, and PD-L1. Early failure was defined as failing to achieve event-free survival at 24 months (EFS24) in immunochemotherapy-treated patients and EFS12 in all others. CyTOF and CODEX analysis were performed to characterize intratumoral immunophenotypes. Lack of intrafollicular CD4 expression was the only predictor of early failure that replicated with a pooled OR 2.37 (95%CI 1.48-3.79). We next developed a bio-clinical risk model (BioFLIPI), where lack of CD4 intrafollicular expression moved patients up one FLIPI risk group, adding a new fourth high-risk group. Compared with BioFLIPI score of 1, patients with a score of 2 (OR 2.17; 95% CI 1.08-4.69), 3 (OR 3.53; 95% CI 1.78-7.54), and 4 (OR 8.92; 95% CI 4.00-21.1) had increasing risk of early failure. The favorable intrafollicular CD4 T cells were identified as activated central memory T cells, whose prognostic value was independent from genetic features. In conclusion, lack of intrafollicular CD4 expression predicts early failure in FL and combined with FLIPI improves identification of high-risk patients; however, independent validation is warranted.


CD4 Antigens/analysis , Lymphoma, Follicular/diagnosis , Memory T Cells/pathology , Adult , Aged , Aged, 80 and over , CD4 Antigens/genetics , Female , Gene Expression Regulation, Neoplastic , Humans , Lymphoma, Follicular/genetics , Lymphoma, Follicular/pathology , Male , Memory T Cells/metabolism , Middle Aged , Prognosis , Prospective Studies , Tumor Microenvironment , Young Adult
10.
J Immunother Cancer ; 9(7)2021 07.
Article En | MEDLINE | ID: mdl-34226281

BACKGROUND: CD8+ T-lymphocyte subsets defined by killer lectin-like receptor G1 (KLRG1) and CD127 expression have been reported to have an important role in infection, but their role in the setting of lymphoid malignancies, specifically follicular lymphoma (FL), has not been studied. METHODS: To characterize the phenotype of KLRG1/CD127-defined CD8+ subsets, surface and intracellular markers were measured by flow cytometry and Cytometry by time of flight (CyTOF), and the transcriptional profile of these cells was determined by CITE-Seq (Cellular Indexing of Transcriptomes and Epitopes by Sequencing). The functional capacity of each subset was determined, as was their impact on overall survival (OS) and event-free survival (EFS) of patients with FL. RESULTS: We found that intratumoral CD8+ cells in FL are skewed toward effector cell subsets, particularly KLRG+CD127- and KLRG1-CD127- cells over memory cell subsets, such as KLRG1-CD127+ and KLRG1+CD127+ cells. While effector subsets exhibited increased capacity to produce cytokines/granules when compared with memory subsets, their proliferative capacity and viability were found to be substantially inferior. Clinically, a skewed distribution of intratumoral CD8+ T cells favoring effector subtypes was associated with an inferior outcome in patients with FL. Increased numbers of CD127+KLRG1- and CD127+KLRG1+ were significantly associated with a favorable OS and EFS, while CD127-KLRG1- correlated with a poor EFS and OS in patients with FL. Furthermore, we demonstrated that interleukin (IL)-15 promotes CD127-KLRG1+ cell development in the presence of dendritic cells via a phosphoinositide 3-kinase (PI3K)-dependent mechanism, and treatment of CD8+ T cells with a PI3K inhibitor downregulated the transcription factors responsible for CD127-KLRG1+ differentiation. CONCLUSIONS: Taken together, these results reveal not only a biological and prognostic role for KLRG1/CD127-defined CD8+ subsets in FL but also a potential role for PI3K inhibitors to manipulate the differentiation of CD8+ T cells, thereby promoting a more effective antitumor immune response.


CD8-Positive T-Lymphocytes/immunology , Interleukin-7 Receptor alpha Subunit/metabolism , Lectins, C-Type/biosynthesis , Lymphoma, Follicular/metabolism , Receptors, Immunologic/biosynthesis , Cell Differentiation/immunology , Female , Humans , Interleukin-7 Receptor alpha Subunit/biosynthesis , Interleukin-7 Receptor alpha Subunit/genetics , Interleukin-7 Receptor alpha Subunit/immunology , Lectins, C-Type/genetics , Lectins, C-Type/immunology , Lymphoma, Follicular/genetics , Lymphoma, Follicular/immunology , Receptors, Immunologic/genetics , Receptors, Immunologic/immunology , Treatment Outcome , Tumor Microenvironment
11.
Redox Biol ; 41: 101927, 2021 05.
Article En | MEDLINE | ID: mdl-33690107

The molecular events that modulate the progression of monoclonal gammopathy of undetermined significance of the immunoglobulin M class (IgM-MGUS) to Waldenstrom Macroglobulinemia (WM) are mostly unknown. We implemented comparative proteomics and metabolomics analyses on patient serum samples to identify differentially expressed molecules crucial to the progression from IgM-MGUS to WM. Our data identified altered lipid metabolism as a discriminating factor between MGUS, WM, and matched normal controls. Levels of many fatty acids, including polyunsaturated fatty acids and dicarboxylic acids, were significantly downregulated in WM sera when compared to MGUS. These reductions were associated with diminished 15-LOX and PPAR protein expression and increased 5-LOX and GPX4 expression in WM versus MGUS patients' samples. Furthermore, WM serum samples showed increased lipid peroxidation compared to MGUS. Treatment with IL-6 or TNFα, upstream regulators of differentially expressed proteins between MGUS and WM, increased lipid absorption and lipid peroxidation in WM cell lines. Knock-down of 15-LOX expression increased WM cell survival, an effect accompanied by increased 5-LOX and GPX4 expression. In summary, our data show that reduced fatty acid and lipid metabolite levels in the serum of the WM patients are associated with increased lipid peroxidation and that downregulation of 15-LOX increases the survival of WM cells. These data are highly significant in identifying the biomarkers of disease progression and designing targeted therapeutic intervention.


Monoclonal Gammopathy of Undetermined Significance , Paraproteinemias , Waldenstrom Macroglobulinemia , Humans , Immunoglobulin M , Lipid Metabolism
12.
Leukemia ; 35(2): 522-533, 2021 02.
Article En | MEDLINE | ID: mdl-32139889

Diffuse large B-cell lymphoma (DLBCL) is the most common lymphoma, and front line therapies have not improved overall outcomes since the advent of immunochemotherapy. By pairing DNA and gene expression data with clinical response data, we identified a high-risk subset of non-GCB DLBCL patients characterized by genomic alterations and expression signatures capable of sustaining an inflammatory environment. These mutational alterations (PIM1, SPEN, and MYD88 [L265P]) and expression signatures (NF-κB, IRF4, and JAK-STAT engagement) were associated with proliferative signaling, and were found to be enriched in patients treated with RCHOP that experienced unfavorable outcomes. However, patients with these high-risk mutations had more favorable outcomes when the immunomodulatory agent lenalidomide was added to RCHOP (R2CHOP). We are the first to report the genomic validation of a high-risk phenotype with a preferential response towards R2CHOP therapy in non-GCB DLBCL patients. These conclusions could be translated to a clinical setting to identify the ~38% of non-GCB patients that could be considered high-risk, and would benefit from alternative therapies to standard RCHOP based on personalized genomic data.


Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/metabolism , Gene Expression Regulation, Neoplastic/drug effects , Lymphoma, Large B-Cell, Diffuse/drug therapy , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/genetics , Cyclophosphamide/administration & dosage , Doxorubicin/administration & dosage , Female , Follow-Up Studies , Humans , Lenalidomide/administration & dosage , Lymphoma, Large B-Cell, Diffuse/immunology , Lymphoma, Large B-Cell, Diffuse/pathology , Male , Middle Aged , Prednisone/administration & dosage , Prognosis , Retrospective Studies , Rituximab/administration & dosage , Survival Rate , Vincristine/administration & dosage , Young Adult
13.
Redox Biol ; 36: 101657, 2020 09.
Article En | MEDLINE | ID: mdl-32763516

Metabolic reprogramming is a hallmark of cancer cells. In Waldenstrom Macroglobulinemia (WM), the infiltration of IgM-secreting lymphoplamacytic cells into the bone marrow (BM) could shift the homeostasis of proteins and metabolites towards a permissive niche for tumor growth. Here, we investigated whether alerted metabolic pathways contribute to the pathobiology of WM and whether the cytokine composition of the BM promotes such changes. Metabolomics analysis on WM patients and normal donors' serum samples revealed a total of 75 metabolites that were significantly altered between two groups. While these metabolites belonged to amino acids, glucose, glutathione and lipid metabolism pathways, the highest number of the differentially expressed metabolites belonged to glutathione metabolism. Proteomics analysis and immunohistochemical staining both confirmed the increased protein levels mediating glutathione metabolism, including GCLC, MT1X, QPCT and GPX3. Moreover, treatment with IL-6 and IL-21, cytokines that induce WM cell proliferation and IgM secretion, increased gene expression of the amino acid transporters mediating glutathione metabolism, including ASCT2, SLC7A11 and 4F2HC, indicating that cytokines in the WM BM could modulate glutathione metabolism. Glutathione synthesis inhibition using Buthionine sulphoximine (BSO) significantly reduced WM cells proliferation in vitro, accompanied with decreased NFκB-p65 and MAPK-p38 phosphorylation. Moreover, BSO treatment significantly reduced the tumor growth rate in a WM xenograft model, further highlighting the role of glutathione metabolism in promoting tumor growth and proliferation. In summary, our data highlight a central role for glutathione metabolism in WM pathobiology and indicate that intervening with the metabolic processes could be a potential therapy for WM patients.


Waldenstrom Macroglobulinemia , Bone Marrow , Cell Proliferation , Glutathione , Humans , Waldenstrom Macroglobulinemia/drug therapy , Waldenstrom Macroglobulinemia/genetics
14.
Clin Cancer Res ; 26(19): 5217-5231, 2020 10 01.
Article En | MEDLINE | ID: mdl-32631956

PURPOSE: T-cell immunoglobulin and ITIM domain (TIGIT), a member of the immune checkpoint family, is important in normal T-cell biology. However, the phenotypical profile and clinical relevance of TIGIT in follicular lymphoma is largely unknown. EXPERIMENTAL DESIGN: Biopsy specimens from a cohort of 82 patients with follicular lymphoma were analyzed using mass cytometry to explore the phenotype and biological and clinical significance of TIGIT+ T cells. RESULTS: TIGIT is highly expressed on intratumoral T cells and its expression alters T-cell phenotype in follicular lymphoma. TIGIT is abundantly expressed on Treg cells, resulting in an enhanced suppressive property. TIGIT expression on non-Treg/TFH T cells defines a population that exhibits an exhausted phenotype. Clinically, increased numbers of TIGIT+ T cells are associated with inferior patient outcomes and poor survival. We observe that anti-PD-1 therapy with pembrolizumab alters the phenotype of TIGIT+ T subsets and identifies a role for CD28 expression on TIGIT+ T cells in treatment response. CONCLUSIONS: The current study provides a comprehensive analysis of the phenotypic profile of intratumoral TIGIT+ T subsets and their prognostic relevance in follicular lymphoma. Inhibition of TIGIT signaling may be an additional mechanism to prevent T-cell suppression and exhaustion in B-cell lymphoma.


Antibodies, Monoclonal, Humanized/administration & dosage , CD8-Positive T-Lymphocytes/drug effects , Lymphoma, B-Cell/drug therapy , Lymphoma, Follicular/drug therapy , Receptors, Immunologic/genetics , Adult , Aged , Antibodies, Monoclonal, Humanized/adverse effects , Biopsy , CD28 Antigens/immunology , CD4-Positive T-Lymphocytes/drug effects , CD4-Positive T-Lymphocytes/pathology , CD8-Positive T-Lymphocytes/immunology , Disease-Free Survival , Female , Flow Cytometry , Gene Expression Regulation, Neoplastic/drug effects , Humans , Lymphoma, B-Cell/genetics , Lymphoma, B-Cell/immunology , Lymphoma, B-Cell/pathology , Lymphoma, Follicular/genetics , Lymphoma, Follicular/immunology , Lymphoma, Follicular/pathology , Male , Middle Aged , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Programmed Cell Death 1 Receptor/immunology , Receptors, Immunologic/antagonists & inhibitors , Receptors, Immunologic/immunology , Signal Transduction/drug effects , T-Lymphocytes/drug effects , T-Lymphocytes/immunology , T-Lymphocytes, Regulatory/drug effects , T-Lymphocytes, Regulatory/immunology
15.
Blood Cancer J ; 9(10): 84, 2019 10 14.
Article En | MEDLINE | ID: mdl-31611550

Signal regulatory protein-α (SIRPα) is a key member of the "do-not-eat-me" signaling pathway, but its biological role and clinical relevance in B-cell NHL is relatively unknown. Using biopsy specimens from follicular lymphoma (FL), we identified three subsets (CD14+SIRPαhi, CD14-SIRPαlow, and CD14-SIRPαneg) of monocyte/macrophages (Mo/MΦ) based on CD14 and SIRPα expression. CD14+SIRPαhi cells expressed common Mo/MΦ markers; exhibited characteristic differentiation, migration, and phagocytosis; and suppressed T-cell function. CD14-SIRPαlow cells expressed fewer typical Mo/MΦ markers; migrated less and phagocytosed tumor cells less efficiently; and stimulated rather than suppressed T-cell function. Interestingly, the CD14-SIRPαneg subset expressed distinct Mo/MΦ markers compared to the other two subsets; had limited ability to migrate and phagocytose; but stimulated T-cell function. When using SIRPα-Fc to block the interaction between SIRPα and CD47, alone or in combination with rituximab, phagocytosis of tumor cells was differentially increased in the three Mo/MΦ subsets. Clinically, increased numbers of CD14+SIRPαhi cells were associated with an inferior survival in FL. In contrast, increased numbers of the CD14-SIRPαlow subset appeared to correlate with a better survival. Taken together, our results show that SIRPα expression delineates unique subsets of intratumoral Mo/MΦs with differing prognostic importance.


Antigens, Differentiation/metabolism , Lymphoma, Follicular/metabolism , Macrophages/pathology , Monocytes/pathology , Receptors, Immunologic/metabolism , Antigens, CD/biosynthesis , Antigens, CD/immunology , Antigens, Differentiation/biosynthesis , Antigens, Differentiation, Myelomonocytic/biosynthesis , Antigens, Differentiation, Myelomonocytic/immunology , Biomarkers, Tumor/immunology , Biomarkers, Tumor/metabolism , Humans , Lipopolysaccharide Receptors/biosynthesis , Lipopolysaccharide Receptors/immunology , Lymphoma, Follicular/immunology , Lymphoma, Follicular/pathology , Macrophages/immunology , Macrophages/metabolism , Middle Aged , Monocytes/immunology , Monocytes/metabolism , Prognosis , Receptors, Immunologic/biosynthesis , Survival Rate
16.
Cancer Immunol Res ; 7(9): 1511-1522, 2019 09.
Article En | MEDLINE | ID: mdl-31383650

Ligand-receptor complexes play a central role in mediating a range of processes in immunology and cancer biology. The ability to directly quantify the fraction of receptors occupied by a ligand in a given biospecimen, as opposed to assessing the concentration of ligand and receptor separately, could provide an additional and valuable clinical and research tool for assessing whether receptors are occupied by a ligand. To address this need, a biomarker platform was developed to quantify the fraction of receptors occupied by a ligand using pairs of RNA aptamers, where one aptamer binds preferentially to the unoccupied receptor and the other to the ligand-receptor complex. Bound aptamer was quantified using RT-qPCR colorimetric probes specific for each aptamer. The binding ratio of aptamer correlated with the fraction of receptors occupied by a ligand. This assay, termed as LIRECAP (LIgand-REceptor Complex-binding APtamer) assay, was used to determine the fraction of soluble CD25 occupied by IL2 in the serum from subjects with B-cell lymphoma. No correlation was found between the type of lymphoma and total soluble CD25 or IL2 independently. In contrast, the fraction of soluble CD25 occupied by IL2 was significantly higher in follicular lymphoma patient serum compared with diffuse large B-cell lymphoma patient serum. We conclude that this technology has the potential to serve as a high-throughput biomarker platform to quantify the fraction of receptors occupied by a ligand.


Aptamers, Nucleotide , Interleukin-2 Receptor alpha Subunit/metabolism , Interleukin-2/metabolism , Lymphoma, Follicular/metabolism , SELEX Aptamer Technique , Biomarkers , Computational Biology/methods , Enzyme-Linked Immunosorbent Assay , High-Throughput Nucleotide Sequencing , Humans , Interleukin-2/blood , Interleukin-2 Receptor alpha Subunit/blood , Ligands , Lymphoma, Follicular/blood , Protein Binding , Signal Transduction
17.
Cell Rep ; 26(8): 2178-2193.e3, 2019 02 19.
Article En | MEDLINE | ID: mdl-30784598

Follicular lymphoma (FL) is an indolent B cell malignancy characterized by an extensive but poorly functional T cell infiltrate in the tumor microenvironment. Using mass cytometry, we identified at least 12 subsets of intratumoral CD4+ T cells, 3 of which were unique to FL biopsies versus control tissues. Of these subsets, the frequency of naive T cells correlated with improved patient survival. Although total PD-1+ T cell numbers were not associated with patient outcome, specific PD-1+ T cell subpopulations were associated with poor survival. Intratumoral T cells lacking CD27 and CD28 co-stimulatory receptor expression were enriched in FL and correlated with inferior patient outcomes. In vitro models revealed that CD70+ lymphoma cells played an important role in expanding this population. Taken together, our mass cytometry results identified CD4+ memory T cell populations that are poorly functional due to loss of co-stimulatory receptor expression and are associated with an inferior survival in FL.


Biomarkers, Tumor/blood , CD4-Positive T-Lymphocytes/metabolism , Lymphoma, Follicular/immunology , Lymphoma, Follicular/mortality , Tumor Microenvironment , Adult , Aged , Aged, 80 and over , CD28 Antigens/genetics , CD28 Antigens/metabolism , CD4-Positive T-Lymphocytes/classification , Cell Line, Tumor , Cells, Cultured , Female , Humans , Lymphoma, Follicular/blood , Lymphoma, Follicular/pathology , Male , Middle Aged , Programmed Cell Death 1 Receptor/genetics , Programmed Cell Death 1 Receptor/metabolism , Tumor Necrosis Factor Receptor Superfamily, Member 7/genetics , Tumor Necrosis Factor Receptor Superfamily, Member 7/metabolism
18.
Blood Cancer J ; 9(3): 22, 2019 02 19.
Article En | MEDLINE | ID: mdl-30783096

Treatment with programmed death-1 (PD-1) blocking antibodies results in high overall response rates in refractory and relapsed classical Hodgkin lymphoma (cHL) patients, indicating that PD-1/PD-1 ligand interactions are integral to progression of this disease. Given the genetically driven increased PD-L1/2 expression in HL, we hypothesized that reverse signaling through PD-1 ligands may be a potential mechanism contributing to the growth and survival of Hodgkin Reed-Sternberg (HRS) cells in cHL. Our data show that engagement of PD-L1 using an agonistic monoclonal antibody increases cell survival and proliferation and reduces apoptosis in HL cell lines. We show that HL patients have significantly higher serum levels of soluble PD-1 than healthy controls, and find that both membrane-bound and soluble forms of PD-1 are able to induce PD-L1 reverse signaling in HL cell lines. PD-L1 signaling, which is associated with activation of the MAPK pathway and increased mitochondrial oxygen consumption, is reversed by PD-1 blockade. In summary, our data identify inhibition of reverse signaling through PD-L1 as an additional mechanism that accounts for clinical responses to PD-1 blockade in cHL.


B7-H1 Antigen/metabolism , Hodgkin Disease/metabolism , Signal Transduction , Antineoplastic Agents, Immunological/pharmacology , Apoptosis/drug effects , Biomarkers, Tumor , Cell Line, Tumor , Cell Proliferation , Cell Survival , Hodgkin Disease/diagnosis , Hodgkin Disease/immunology , Humans , MAP Kinase Signaling System , Programmed Cell Death 1 Receptor/metabolism , Protein Binding , Signal Transduction/drug effects , T-Lymphocytes/drug effects , T-Lymphocytes/immunology , T-Lymphocytes/metabolism
19.
Invest New Drugs ; 37(1): 9-16, 2019 02.
Article En | MEDLINE | ID: mdl-29696509

Background Increased serum levels of soluble interleukin-2 (IL-2) receptor alpha (sIL-2Rα) are an indicator of poor prognosis in patients with B-cell non-Hodgkin lymphoma (NHL). By binding to IL-2, sIL-2Rα upregulates Foxp3 expression and induces the development of regulatory T (Treg) cells. Methods To inhibit the binding of IL-2 to sIL-2Rα with the goal of suppressing the induction of Foxp3 and decreasing Treg cell numbers, we developed peptides by structure-based computational design to disrupt the interaction between IL-2 and sIL-2Rα. Each peptide was screened using an enzyme-linked immunosorbent assay (ELISA), and 10 of 22 peptides showed variable capacity to inhibit IL-2/sIL-2Rα binding. Results We identified a lead candidate peptide, CMD178, which consistently reduced the expression of Foxp3 and STAT5 induced by IL-2/sIL-2Rα signaling. Furthermore, production of cytokines (IL-2/interferon gamma [IFN-γ]) and granules (perforin/granzyme B) was preserved in CD8+ T cells co-cultured with IL-2-stimulated CD4+ T cells that had been pretreated with CMD178 compared to CD8+ cells co-cultured with untreated IL-2-stimulated CD4+ T cells where it was inhibited. Conclusions We conclude that structure-based peptide design can be used to identify novel peptide inhibitors that block IL-2/sIL-2Rα signaling and inhibit Treg cell development. We anticipate that these peptides will have therapeutic potential in B-cell NHL and other malignancies.


Computer-Aided Design , Interleukin-2/antagonists & inhibitors , Peptide Fragments/pharmacology , Receptors, Interleukin-2/antagonists & inhibitors , T-Lymphocytes, Regulatory/immunology , Cells, Cultured , Humans , T-Lymphocytes, Regulatory/drug effects , T-Lymphocytes, Regulatory/metabolism
20.
Blood Adv ; 2(15): 1985-1997, 2018 08 14.
Article En | MEDLINE | ID: mdl-30104397

Although immune checkpoint molecules regulate the progression of certain cancers, their significance in malignant development of Waldenstrom macroglobulinemia (WM), an incurable low-grade B-cell lymphoma, remains unknown. Recently, cytokines in the bone marrow (BM) microenvironment are shown to contribute to the pathobiology of WM. Here, we investigated the impact of cytokines, including interleukin-6 (IL-6) and IL-21, on immune regulation and particularly on the programmed death-1 (PD-1) and its ligands PD-L1 and PD-L2. We showed that IL-21, interferon γ, and IL-6 significantly induced PD-L1 and PD-L2 gene expression in WM cell lines. Increased PD-L1 and PD-L2 messenger RNA was also detected in patients' BM cells. Patients' nonmalignant BM cells, including T cells and monocytes, showed increased PD-L1, but minimal or undetectable PD-L2 surface expression. There was also very modest PD-L1 and PD-L2 surface expression by malignant WM cells, suggesting that ligands are cleaved from the cell surface. Levels of soluble ligands were higher in patients' BM plasma and blood serum than controls. Furthermore, IL-21 and IL-6 increased secreted PD-L1 in the culture media of WM cell lines, implying that elevated levels of soluble PD-1 ligands are cytokine mediated. Soluble PD-1 ligands reduced T-cell proliferation, phosphorylated extracellular signal-regulated kinase and cyclin A levels, mitochondrial adenosine triphosphate production, and spare respiratory capacity. In conclusion, we identify that soluble PD-1 ligands are elevated in WM patients and, in addition to surface-bound ligands in WM BM, could regulate T-cell function. Given the capability of secreted forms to be bioactive at distant sites, soluble PD-1 ligands have the potential to promote disease progression in WM.


B7-H1 Antigen/immunology , Neoplasm Proteins/immunology , Programmed Cell Death 1 Ligand 2 Protein/immunology , T-Lymphocytes/immunology , Waldenstrom Macroglobulinemia/immunology , B7-H1 Antigen/blood , Cell Line, Tumor , Cytokines/blood , Cytokines/immunology , Female , Humans , Male , Neoplasm Proteins/blood , Programmed Cell Death 1 Ligand 2 Protein/blood , T-Lymphocytes/metabolism , T-Lymphocytes/pathology , Waldenstrom Macroglobulinemia/blood , Waldenstrom Macroglobulinemia/pathology
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