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1.
bioRxiv ; 2024 May 17.
Article in English | MEDLINE | ID: mdl-38798338

ABSTRACT

Multiple Myeloma (MM) remains incurable despite advances in treatment options. Although tumor subtypes and specific DNA abnormalities are linked to worse prognosis, the impact of immune dysfunction on disease emergence and/or treatment sensitivity remains unclear. We established a harmonized consortium to generate an Immune Atlas of MM aimed at informing disease etiology, risk stratification, and potential therapeutic strategies. We generated a transcriptome profile of 1,149,344 single cells from the bone marrow of 263 newly diagnosed patients enrolled in the CoMMpass study and characterized immune and hematopoietic cell populations. Associating cell abundances and gene expression with disease progression revealed the presence of a proinflammatory immune senescence-associated secretory phenotype in rapidly progressing patients. Furthermore, signaling analyses suggested active intercellular communication involving APRIL-BCMA, potentially promoting tumor growth and survival. Finally, we demonstrate that integrating immune cell levels with genetic information can significantly improve patient stratification.

2.
Blood Cancer J ; 13(1): 151, 2023 09 26.
Article in English | MEDLINE | ID: mdl-37752130

ABSTRACT

Upfront autologous stem cell transplant (ASCT) is the standard of care for newly diagnosed multiple myeloma (MM) patients. However, relapse is ubiquitous and therapy-related myeloid neoplasms (t-MN) post-ASCT are commonly associated with poor outcomes. We hypothesized that the enrichment of abnormal myeloid progenitors and immune effector cells (IEC) in the peripheral blood stem cells (PBSCs) is associated with a higher risk of relapse and/or development of t-MN. We performed a comprehensive myeloid and lymphoid immunophenotyping on PBSCs from 54 patients with MM who underwent ASCT. Median progression-free (PFS), myeloid neoplasm-free (MNFS), and overall survival (OS) from ASCT were 49.6 months (95% CI: 39.5-Not Reached), 59.7 months (95% CI: 55-74), and 75.6 months (95% CI: 62-105), respectively. Abnormal expression of CD7 and HLA-DR on the myeloid progenitor cells was associated with an inferior PFS, MNFS, and OS. Similarly, enrichment of terminally differentiated (CD27/CD28-, CD57/KLRG1+) and exhausted (TIGIT/PD-1+) T-cells, and inhibitory NK-T like (CD159a+/CD56+) T-cells was associated with inferior PFS, MNFS, and OS post-transplant. Our observation of abnormal myeloid and IEC phenotype being present even before ASCT and maintenance therapy suggests an early predisposition to t-MN and inferior outcomes for MM, and has the potential to guide sequencing of future treatment modalities.


Subject(s)
Hematopoietic Stem Cell Transplantation , Multiple Myeloma , Peripheral Blood Stem Cells , Humans , Transplantation, Autologous , Neoplasm Recurrence, Local , Stem Cell Transplantation , Retrospective Studies
3.
Cancer Res Commun ; 2(10): 1255-1265, 2022 10.
Article in English | MEDLINE | ID: mdl-36969740

ABSTRACT

As part of the Multiple Myeloma Research Foundation (MMRF) immune atlas pilot project, we compared immune cells of multiple myeloma bone marrow samples from 18 patients assessed by single-cell RNA sequencing (scRNA-seq), mass cytometry (CyTOF), and cellular indexing of transcriptomes and epitopes by sequencing (CITE-seq) to understand the concordance of measurements among single-cell techniques. Cell type abundances are relatively consistent across the three approaches, while variations are observed in T cells, macrophages, and monocytes. Concordance and correlation analysis of cell type marker gene expression across different modalities highlighted the importance of choosing cell type marker genes best suited to particular modalities. By integrating data from these three assays, we found International Staging System stage 3 patients exhibited decreased CD4+ T/CD8+ T cells ratio. Moreover, we observed upregulation of RAC2 and PSMB9, in natural killer cells of fast progressors compared with those of nonprogressors, as revealed by both scRNA-seq and CITE-seq RNA measurement. This detailed examination of the immune microenvironment in multiple myeloma using multiple single-cell technologies revealed markers associated with multiple myeloma rapid progression which will be further characterized by the full-scale immune atlas project. Significance: scRNA-seq, CyTOF, and CITE-seq are increasingly used for evaluating cellular heterogeneity. Understanding their concordances is of great interest. To date, this study is the most comprehensive examination of the measurement of the immune microenvironment in multiple myeloma using the three techniques. Moreover, we identified markers predicted to be significantly associated with multiple myeloma rapid progression.


Subject(s)
Multiple Myeloma , Transcriptome , Humans , Transcriptome/genetics , CD8-Positive T-Lymphocytes , Multiple Myeloma/genetics , Pilot Projects , Single-Cell Gene Expression Analysis , Tumor Microenvironment/genetics
4.
Nat Commun ; 11(1): 5173, 2020 10 14.
Article in English | MEDLINE | ID: mdl-33057068

ABSTRACT

In ovarian cancer (OC), IL-17-producing T cells (Th17s) predict improved survival, whereas regulatory T cells predict poorer survival. We previously developed a vaccine whereby patient-derived dendritic cells (DCs) are programmed to induce Th17 responses to the OC antigen folate receptor alpha (FRα). Here we report the results of a single-arm open-label phase I clinical trial designed to determine vaccine safety and tolerability (primary outcomes) and recurrence-free survival (secondary outcome). Immunogenicity is also evaluated. Recruitment is complete with a total of 19 Stage IIIC-IV OC patients in first remission after conventional therapy. DCs are generated using our Th17-inducing protocol and are pulsed with HLA class II epitopes from FRα. Mature antigen-loaded DCs are injected intradermally. All patients have completed study-related interventions. No grade 3 or higher adverse events are seen. Vaccination results in the development of Th1, Th17, and antibody responses to FRα in the majority of patients. Th1 and antibody responses are associated with prolonged recurrence-free survival. Antibody-dependent cell-mediated cytotoxic activity against FRα is also associated with prolonged RFS. Of 18 patients evaluable for efficacy, 39% (7/18) remain recurrence-free at the time of data censoring, with a median follow-up of 49.2 months. Thus, vaccination with Th17-inducing FRα-loaded DCs is safe, induces antigen-specific immunity, and is associated with prolonged remission.


Subject(s)
Cancer Vaccines/administration & dosage , Dendritic Cells/transplantation , Neoplasm Recurrence, Local/epidemiology , Ovarian Neoplasms/therapy , Th17 Cells/immunology , Aged , Cancer Vaccines/adverse effects , Cancer Vaccines/immunology , Disease-Free Survival , Female , Folate Receptor 1/immunology , Humans , Immunity, Humoral , Injections, Intradermal , Interferon-gamma/metabolism , Interleukin-17/metabolism , Middle Aged , Neoplasm Recurrence, Local/immunology , Neoplasm Recurrence, Local/prevention & control , Ovarian Neoplasms/immunology , Ovarian Neoplasms/mortality , Th17 Cells/metabolism , Transplantation, Autologous/adverse effects , Transplantation, Autologous/methods
5.
Clin Immunol ; 211: 108342, 2020 02.
Article in English | MEDLINE | ID: mdl-31926330

ABSTRACT

To identify associations between immunostimulated cytokine production and disease characteristics, peripheral blood lymphocytes were collected from 155 adult patients with rheumatoid arthritis (RA) before and after a 5-year interval. The lymphocytes were activated in vitro with T-cell stimulants, cytosine-phosphate-guanine (CpG) oligonucleotide, and medium alone (negative control). Expression of 17 cytokines was evaluated with immunoassays, and factor analysis was used to reduce data complexity and identify cytokine combinations indicative of cell types preferentially activated by each immunostimulant. The findings showed that the highest numbers of correlations were between cytokine levels and rheumatoid factor (RF) positivity and between cytokine levels and disease duration. Scores for cytokines driven by CpG and medium alone were negatively associated with RF positivity and disease duration at baseline but positively associated with both at 5 years. Our findings suggest that RF expression sustained over time increases activation of B cells and monocytes without requirements for T-cell functions.


Subject(s)
Arthritis, Rheumatoid/immunology , B-Lymphocytes/immunology , Cytokines/immunology , Lymphocytes/immunology , Rheumatoid Factor/immunology , Aged , Arthritis, Rheumatoid/blood , Cells, Cultured , Humans , Middle Aged
6.
Cytometry B Clin Cytom ; 98(2): 146-160, 2020 03.
Article in English | MEDLINE | ID: mdl-31758746

ABSTRACT

High-dimensional mass cytometry data potentially enable a comprehensive characterization of immune cells. In order to positively affect clinical trials and translational clinical research, this advanced technology needs to demonstrate a high reproducibility of results across multiple sites for both peripheral blood mononuclear cells (PBMC) and whole blood preparations. A dry 30-marker broad immunophenotyping panel and customized automated analysis software were recently engineered and are commercially available as the Fluidigm® Maxpar® Direct™ Immune Profiling Assay™. In this study, seven sites received whole blood and six sites received PBMC samples from single donors over a 2-week interval. Each site labeled replicate samples and acquired data on Helios™ instruments using an assay-specific acquisition template. All acquired sample files were then automatically analyzed by Maxpar Pathsetter™ software. A cleanup step eliminated debris, dead cells, aggregates, and normalization beads. The second step automatically enumerated 37 immune cell populations and performed label intensity assessments on all 30 markers. The inter-site reproducibility of the 37 quantified cell populations had consistent population frequencies, with an average %CV of 14.4% for whole blood and 17.7% for PBMC. The dry reagent coupled with automated data analysis is not only convenient but also provides a high degree of reproducibility within and among multiple test sites resulting in a comprehensive yet practical solution for deep immune phenotyping.


Subject(s)
Blood Cells/cytology , Flow Cytometry , Immunophenotyping , Automation, Laboratory/instrumentation , Automation, Laboratory/methods , Automation, Laboratory/standards , Canada , Data Analysis , Flow Cytometry/instrumentation , Flow Cytometry/methods , Flow Cytometry/standards , Humans , Immunophenotyping/instrumentation , Immunophenotyping/methods , Immunophenotyping/standards , Laboratory Proficiency Testing , Leukocytes, Mononuclear/cytology , Pattern Recognition, Automated/methods , Pattern Recognition, Automated/standards , Reference Standards , Reproducibility of Results , United States
7.
ACR Open Rheumatol ; 1(2): 83-89, 2019 Apr.
Article in English | MEDLINE | ID: mdl-31777784

ABSTRACT

OBJECTIVE: Our aim was to identify cytokines and chemokines in patients with adult dermatomyositis (DM) and juvenile dermatomyositis (JDM) that predict changes in disease activity. METHODS: Multiplexed immunoassays (Meso Scale Discovery) enabled simultaneous measurement of interferon (IFN)-regulated chemokines and other pro- and anti-inflammatory cytokines specific to differentiation of specific T-cell and innate pathways. Cytokine scores were computed for IFNCK (IP-10, MCP-1), Th1 (IFNÉ£, TNFα, and IL2), Th2 (IL4, IL10, IL12, and IL 13), Th17 (IL6, IL17, IL1ß), macrophage (MIP-1α, MIP-1ß, IL8), and regulatory (IL10, TNFα) factors. Spearman correlation and mixed models were used to examine whether cytokines at a previous visit predict change in disease activity at the next visit. RESULTS: The study included 36 patients (16 DM and 20 JDM) with at least two visits (87 patient intervals between two visits). Mean age (SD) at inclusion was 56.9 (18.4) years for DM and 10.8 (6.6) years in JDM, 67% of patients were female, 89% Caucasian. The mean (SD) physician global, muscle and extra-muscular disease activity Visual Analog Scale scores at inclusion were 41 (26), 36 (30), and 34 (21) mm, respectively. The change in IFN score from one visit to the next was associated with the change in physician global (P = 0.010) and extramuscular (P < 0.001) disease activity scores. Preliminary results revealed significant correlations of previous IFNCK score and IL-6 with subsequent disease activity measures, but after adjustment for multiple visits per patient, these associations did not reach statistical significance. CONCLUSION: There is a potential relationship between IFNCK and other cytokine scores seen in adult and juvenile DM with future disease states.

8.
J Rheumatol ; 44(1): 117-124, 2017 01.
Article in English | MEDLINE | ID: mdl-27803134

ABSTRACT

OBJECTIVE: To identify shared and differential molecular pathways in blood and affected muscle between adult dermatomyositis (DM) and juvenile DM, and their association with clinical disease activity measures. METHODS: Gene expression of transcription factors and cytokines involved in differentiation and effector function of T cell subsets, regulatory T cells and follicular Th cells, were analyzed in the blood from 21 newly diagnosed adult and 26 juvenile DM subjects and in 15 muscle specimens (7 adult and 8 juvenile DM) using a custom RT2 Profiler PCR Array. Disease activity was determined and measured by established disease activity tools. RESULTS: The most prominent finding was the higher blood expression of Th17-related cytokines [retinoic acid-related orphan receptor-γ, interferon regulatory factor 4, interleukin (IL)-23A, IL-6, IL-17F, and IL-21] in juvenile DM at baseline. In contrast, adult patients with DM showed increased blood levels of STAT3 and BCL6 compared with juvenile DM. In muscle, GATA3, IL-13, and STAT5B were found at higher levels in juvenile patients with DM compared with adult DM. Among 25 patients (11 adult and 14 juvenile DM) who had blood samples at baseline and at 6 months, increased expression of IL-1ß, STAT3, STAT6, STAT5B, and BCL6 was associated with an improvement in global extramuscular disease activity. CONCLUSION: We observed differences in gene expression profiling in blood and muscle between new-onset adult and juvenile DM. Cytokine expression in the blood of juvenile patients with new-onset DM was dominated by Th17-related cytokines compared with adult patients with DM. This may reflect the activation of different Th pathways between muscle and blood.


Subject(s)
Cytokines/genetics , Dermatomyositis/genetics , Muscle, Skeletal/metabolism , T-Lymphocytes, Helper-Inducer/metabolism , T-Lymphocytes, Regulatory/metabolism , Adolescent , Adult , Aged , Child , Child, Preschool , Cytokines/metabolism , Dermatomyositis/metabolism , Female , Gene Expression Profiling , Humans , Male , Middle Aged
9.
Clin Exp Rheumatol ; 33(5): 655-63, 2015.
Article in English | MEDLINE | ID: mdl-26446265

ABSTRACT

OBJECTIVES: The purpose of this study was to investigate whether serum interferon (IFN)-regulated chemokine and distinct cytokine response profiles are associated with clinical improvement in patients with refractory inflammatory myopathy treated with rituximab. METHODS: In a randomised, placebo-phase trial Rituximab in Myositis Trial (RIM), 200 refractory adult and paediatric myositis subjects received rituximab. Following rituximab, clinical response and disease activity were assessed. Serum samples and clinical data were collected at baseline and several time-points after rituximab treatment. Multiplexed sandwich immunoassays quantified serum levels of IFN-regulated chemokines and other pro-inflammatory cytokines. Composite IFN-regulated chemokine and Th1, Th2, Th17 and regulatory cytokine scores were computed. RESULTS: Baseline IFN-regulated chemokine, Th1, Th2, Th17 and regulatory cytokine scores correlated with baseline physician global VAS, whereas the baseline Th1, Th2 and Th17 cytokine scores correlated with baseline muscle VAS. We also found baseline IFN-regulated chemokine scores correlated with specific non-muscular targets such as baseline cutaneous (r=0.29; p=0.002) and pulmonary (r=0.18; p=0.02) VAS scores. Among all cytokine/chemokines examined, the baseline score of IFN-regulated chemokines demonstrated the best correlation with changes in muscle VAS at 8 (r=-0.19; p=0.01) and 16 weeks (r=-0.17; p=0.03) following rituximab and physician global VAS at 16 weeks (r=-0.16; p=0.04). In vitro experiments showed increased levels of IL-8 (p=0.04), MCP-1 (p=0.04), IL-6 (p=0.03), IL-1ß (p=0.04), IL-13 (p=0.04), IL-10 (p=0.02), IL-2 (p=0.04) and IFN-γ (p=0.02) in supernatants of TLR-3 stimulated PBMCs from non-responder compared to patients responders to rituximab. CONCLUSIONS: IFN-regulated chemokines before treatment is associated with improvement in disease activity measures in refractory myositis patients treated with rituximab.


Subject(s)
Anti-Inflammatory Agents/therapeutic use , Chemokines/blood , Interferon-alpha/pharmacology , Myositis/drug therapy , Rituximab/therapeutic use , T-Lymphocytes, Regulatory/drug effects , Adult , Biomarkers/blood , Cells, Cultured , Chemokines/immunology , Female , Humans , Lymphocyte Activation/drug effects , Male , Middle Aged , Myositis/blood , Myositis/diagnosis , Myositis/immunology , Predictive Value of Tests , Remission Induction , Severity of Illness Index , T-Lymphocytes, Regulatory/immunology , T-Lymphocytes, Regulatory/metabolism , Time Factors , Treatment Outcome , United States , Young Adult
10.
AIDS Res Hum Retroviruses ; 30(5): 476-9, 2014 May.
Article in English | MEDLINE | ID: mdl-24344953

ABSTRACT

Most patients on suppressive antiretroviral therapy (ART) experience improvements in CD4 T cell count. However, some patients with undetectable viral load continue to lose CD4 T cells for unknown reasons. Casp8p41 is a host-derived protein fragment that is present only in productively infected cells and that causes the death of HIV-infected cells. We questioned whether ongoing CD4(+) T cell losses while on suppressive ART were associated with subclinical HIV replication causing production of Casp8p41. We analyzed the association of Casp8p41 content with subsequent CD4 losses in patients on continuous suppressive ART and in patients who discontinued ART after Casp8p41 content was determined, adjusting for age, baseline CD4(+) T cell count, and baseline HIV RNA level. Casp8p41 expression in memory CD4(+) T cells was measured by intracellular flow cytometry and was correlated with viral load and CD4(+) T cell change over time. In patients who stopped therapy after Casp8p41 content was determined, baseline Casp8p41 content did not predict CD4(+) T cell change. However, in patients on continuous ART, higher baseline Casp8p41 content was associated with a greater odds of a CD4(+) T cell decline at 6 months (p=0.01). Therefore, patients on suppressive ART, who have ongoing production of Casp8p41, have an increased risk of CD4 T cell losses, suggesting that subclinical HIV replication is driving both Casp8p41, which in turn causes a CD4(+) T cell decline.


Subject(s)
Anti-Retroviral Agents/therapeutic use , Apoptosis , CD4-Positive T-Lymphocytes/immunology , Caspase 8/metabolism , HIV Infections/drug therapy , HIV Infections/immunology , Viral Load , Adult , Antiretroviral Therapy, Highly Active , Female , Flow Cytometry , Humans , Male , Middle Aged
11.
Arthritis Res Ther ; 15(6): R199, 2013.
Article in English | MEDLINE | ID: mdl-24267267

ABSTRACT

INTRODUCTION: It remains challenging to predict the outcomes of therapy in patients with rheumatoid arthritis (RA). The objective of this study was to identify immune response signatures that correlate with clinical treatment outcomes in patients with RA. METHODS: A cohort of 71 consecutive patients with early RA starting treatment with disease-modifying antirheumatic drugs (DMARDs) was recruited. Disease activity at baseline and after 21 to 24 weeks of follow-up was measured using the Disease Activity Score in 28 joints (DAS28). Immune response profiling was performed by analyzing multi-cytokine production from peripheral blood cells following incubation with a panel of stimuli, including a mixture of human cytomegalovirus (CMV) and Epstein-Barr virus (EBV) lysates. Profiles identified via principal components analysis (PCA) for each stimulus were then correlated with the ΔDAS28 from baseline to follow-up. A clinically meaningful improvement in the DAS28 was defined as a decrease of ≥1.2. RESULTS: A profile of T-cell cytokines (IL-13, IL-4, IL-5, IL-2, IL-12, and IFN-γ) produced in response to CMV/EBV was found to correlate with the ΔDAS28 from baseline to follow-up. At baseline, a higher magnitude of the CMV/EBV immune response profile predicted inadequate DAS28 improvement (mean PCA-1 scores: 65.6 versus 50.2; P = 0.029). The baseline CMV/EBV response was particularly driven by IFN-γ (P = 0.039) and IL-4 (P = 0.027). Among patients who attained clinically meaningful DAS28 improvement, the CMV/EBV PCA-1 score increased from baseline to follow-up (mean +11.6, SD 25.5), whereas among patients who responded inadequately to DMARD therapy, the CMV/EBV PCA-1 score decreased (mean -12.8, SD 25.4; P = 0.002). Irrespective of the ΔDAS28, methotrexate use was associated with up-regulation of the CMV/EBV response. The CMV/EBV profile was associated with positive CMV IgG (P <0.001), but not EBV IgG (P = 0.32), suggesting this response was related to CMV exposure. CONCLUSIONS: A profile of T-cell immunity associated with CMV exposure influences the clinical response to DMARD therapy in patients with early RA. Because CMV latency is associated with greater joint destruction, our findings suggest that changes in T-cell immunity mediated by viral persistence may affect treatment response and possibly long-term outcomes of RA.


Subject(s)
Arthritis, Rheumatoid/drug therapy , Arthritis, Rheumatoid/immunology , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/virology , Cytomegalovirus/immunology , Cytomegalovirus Infections/complications , Cytomegalovirus Infections/immunology , Epstein-Barr Virus Infections/complications , Epstein-Barr Virus Infections/immunology , Female , Herpesvirus 4, Human/immunology , Humans , Immunity, Cellular , Male , Middle Aged , Principal Component Analysis , T-Lymphocytes/immunology , Treatment Outcome
12.
Arthritis Res Ther ; 14(1): R24, 2012 Jan 31.
Article in English | MEDLINE | ID: mdl-22293286

ABSTRACT

INTRODUCTION: Progression of joint damage despite appropriate therapy remains a significant problem for patients with rheumatoid arthritis (RA). This study was undertaken to identify profiles of immune response that correlate with radiographic joint damage as a first step toward the discovery of new pathogenic mechanisms of joint destruction in RA. METHODS: The study included 58 patients with RA and 15 healthy controls. The profiles of cytokine release from peripheral blood mononuclear cells (PBMC) in response to stimulation for 48 hours with one of six stimuli, or in media alone, were measured. Immune response profiles identified for each stimulus were correlated with radiographic joint damage as defined by the Sharp-van der Heijde score (SHS), before and after multivariable adjustment. For profiles correlated with the SHS, the distributions of individual cytokines were evaluated in patients according to the severity of joint damage and compared to healthy controls. RESULTS: The immune response profile for cytomegalovirus (CMV)/Epstein-Barr virus (EBV) stimulation was correlated with both the SHS total and erosion scores (r = 0.31, P = 0.018 and r = 0.33, P = 0.011, respectively). After adjusting for age, sex, disease duration, autoantibody status, CMV/EBV serological status, current disease activity, disability and treatments, the correlation of the CMV/EBV immune response and the SHS erosion score became stronger (r = 0.43, P < 0.003). The CMV/EBV immune response correlated with CMV IgG (r = 0.44, P < 0.001), but not with EBV IgG. The most important cytokines for the CMV/EBV immune response profile were IFN-γ, IL-2, IL-4, IL-5, IL-13 and IL-17A, all of which are associated with T-cell immunity. Both the summary immune response score and the individual responses of IFN-γ and IL-13 to CMV/EBV stimulation were associated with greater joint damage. CONCLUSIONS: A profile of immune response to purified CMV/EBV lysates is associated with radiographic joint damage. The correlation of this immune response to CMV serology implies possible involvement of latent CMV infection. Therefore, the findings suggest that the immune response to latent CMV infection could play a fundamental role in the progression of inflammation and structural joint damage in patients with RA.


Subject(s)
Arthritis, Rheumatoid/immunology , Cytokines/immunology , Herpesviridae Infections/immunology , Herpesviridae/immunology , Joints/immunology , Arthritis, Rheumatoid/diagnostic imaging , Arthritis, Rheumatoid/pathology , Cells, Cultured , Cytokines/metabolism , Cytomegalovirus/immunology , Female , Herpesviridae Infections/metabolism , Herpesviridae Infections/virology , Herpesvirus 4, Human/immunology , Humans , Joints/metabolism , Joints/pathology , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/metabolism , Male , Middle Aged , Multivariate Analysis , Principal Component Analysis , Radiography , T-Lymphocytes/immunology , T-Lymphocytes/metabolism
13.
Clin Immunol ; 141(1): 67-72, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21703930

ABSTRACT

Persons with rheumatoid arthritis (RA) suffer a high burden of infections, but currently no biomarkers are available to identify individuals at greatest risk. A prospective longitudinal study was therefore conducted to determine the association between the responsiveness of ex vivo cytokine production and 6-month risk of infections. Infections were identified by billing codes and validated by medical record review. At baseline, the release of 17 cytokines by peripheral blood mononuclear cells in response to stimulation, or media alone, was measured using multiplexed cytokine analysis. Production of IL-2, IL-8, IL-10, IL-17, TNF-α, IFN-γ, and GM-CSF, induced by various conditions, was significantly associated with the occurrence of infections. A multivariable prediction model based on these data provided new information on the risk of infection beyond standard assessments of disease activity, severity, and treatment. Future studies could utilize this information to devise new biomarkers for the prediction of infection in patients with RA.


Subject(s)
Arthritis, Rheumatoid/complications , Arthritis, Rheumatoid/immunology , Cytokines/biosynthesis , Infections/etiology , Infections/immunology , Aged , Arthritis, Rheumatoid/blood , Cohort Studies , Cytokines/blood , Female , Humans , In Vitro Techniques , Infections/blood , Leukocytes, Mononuclear/immunology , Longitudinal Studies , Male , Middle Aged , Prospective Studies , Risk Factors
14.
Arthritis Rheum ; 63(6): 1497-506, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21384332

ABSTRACT

OBJECTIVE: Heart failure is an important cause of death in patients with rheumatoid arthritis (RA). Evidence suggests that immune mechanisms contribute to myocardial injury and fibrosis, leading to left ventricular diastolic dysfunction (LVDD). The purpose of this study was to identify a signature of LVDD in patients with RA by analyzing the responsiveness of the innate and adaptive immune systems to stimulation ex vivo. METHODS: RA patients (n=212) enrolled prospectively in a population-based cohort underwent echocardiography, and LV function was classified as normal, mild LVDD, or moderate-to-severe LVDD. The release of 17 cytokines by blood mononuclear cells in response to stimulation with a panel of 7 stimuli or in media alone was analyzed using multiplex immunoassays. Logistic regression models were used to test for associations between a multicytokine immune response score and LVDD, after adjusting for clinical covariates. RESULTS: An 11-cytokine profile effectively differentiated patients with moderate-to-severe LVDD from those with normal LV function. An immune response score (range 0-100) was strongly associated with moderate-to-severe LVDD (odds ratio per 10 units 1.5 [95% confidence interval 1.2-2.1]) after adjusting for serum interleukin-6 levels, brain natriuretic peptide values, and glucocorticoid use, as well as other RA characteristics and LVDD risk factors. CONCLUSION: The major finding of this study was that aberrant systemic immune responsiveness is associated with advanced myocardial dysfunction in patients with RA. The unique information added by the immune response score concerning the likelihood of LVDD warrants future longitudinal studies of its value in predicting future deterioration in myocardial function.


Subject(s)
Arthritis, Rheumatoid/immunology , Ventricular Dysfunction, Left/immunology , Adult , Aged , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/complications , Arthritis, Rheumatoid/drug therapy , Cytokines/blood , Cytokines/immunology , Female , Humans , Male , Middle Aged , Prospective Studies , Severity of Illness Index , Ultrasonography , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/etiology
15.
J Immunol ; 184(12): 7297-304, 2010 Jun 15.
Article in English | MEDLINE | ID: mdl-20495063

ABSTRACT

The advent of improved biomarkers promises to enhance the clinical care for patients with rheumatoid arthritis (RA) and other immune-mediated disorders. We have developed an innovative approach to broadly assess the cytokine responsiveness of human PBMCs using a multistimulant panel and multiplexed immunoassays. The objective of this study was to demonstrate this concept by determining whether cytokine profiles could discriminate RA patients according to disease stage (early versus late) or severity. A 10-cytokine profile, consisting of IL-12, CCL4, TNF-alpha, IL-4, and IL-10 release in response to stimulation with anti-CD3/anti-CD28, CXCL8 and IL-6 in response to CMV and EBV lysate, and IL-17A, GM-CSF, and CCL2 in response to human heat shock protein 60, easily discriminated the early RA group from controls. These data were used to create an immune response score, which performed well in distinguishing the early RA patients from controls and also correlated with several markers of disease severity among the patients with late RA. In contrast, the same 10-cytokine profile assessed in serum was far less effective in discriminating the groups. Thus, our approach lays the foundation for the development of immunologic "signatures" that could be useful in predicting disease course and monitoring the outcomes of therapy among patients with immune-mediated diseases.


Subject(s)
Arthritis, Rheumatoid/blood , Arthritis, Rheumatoid/diagnosis , Biomarkers/blood , Cytokines/blood , Immunoassay/methods , Adult , Arthritis, Rheumatoid/immunology , Female , Humans , Male , Middle Aged
16.
Nucleic Acids Res ; 36(21): e140, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18835849

ABSTRACT

The diversity of T-cell populations is determined by the spectrum of antigen-specific T-cell receptors (TCRs) that are heterodimers of alpha and beta subunits encoded by rearranged combinations of variable (AV and BV), joining (AJ and BJ), and constant region genes (AC and BC). We have developed a novel approach for analysis of beta transcript diversity in mice with a real-time PCR-based method that uses a matrix of BV- and BJ-specific primers to amplify 240 distinct BV-BJ combinations. Defined endpoints (Ct values) and dissociation curves are generated for each BV-BJ combination and the Ct values are consolidated in a matrix that characterizes the beta transcript diversity of each RNA sample. Relative diversities of BV-BJ combinations in individual RNA samples are further described by estimates of scaled entropy. A skin allograft system was used to demonstrate that dissection of repertoires into 240 BV-BJ combinations increases efficiency of identifying and sequencing beta transcripts that are overrepresented at inflammatory sites. These BV-BJ matrices should generate greater investigation in laboratory and clinical settings due to increased throughput, resolution and identification of overrepresented TCR transcripts.


Subject(s)
Gene Rearrangement, beta-Chain T-Cell Antigen Receptor , RNA, Messenger/analysis , Receptors, Antigen, T-Cell, alpha-beta/genetics , Reverse Transcriptase Polymerase Chain Reaction/methods , Animals , Genetic Variation , Graft Rejection/immunology , Mice , Mice, Inbred C57BL , Mice, Inbred NOD , RNA, Messenger/chemistry , Skin Transplantation/immunology , T-Lymphocytes/immunology , Templates, Genetic
17.
Blood ; 112(12): 4475-84, 2008 Dec 01.
Article in English | MEDLINE | ID: mdl-18713948

ABSTRACT

Human erythropoiesis is a complex multistep process that involves the differentiation of early erythroid progenitors to mature erythrocytes. Here we show that it is feasible to differentiate and mature human embryonic stem cells (hESCs) into functional oxygen-carrying erythrocytes on a large scale (10(10)-10(11) cells/6-well plate hESCs). We also show for the first time that the oxygen equilibrium curves of the hESC-derived cells are comparable with normal red blood cells and respond to changes in pH and 2,3-diphosphoglyerate. Although these cells mainly expressed fetal and embryonic globins, they also possessed the capacity to express the adult beta-globin chain on further maturation in vitro. Polymerase chain reaction and globin chain specific immunofluorescent analysis showed that the cells increased expression of beta-globin (from 0% to > 16%) after in vitro culture. Importantly, the cells underwent multiple maturation events, including a progressive decrease in size, increase in glycophorin A expression, and chromatin and nuclear condensation. This process resulted in extrusion of the pycnotic nuclei in up to more than 60% of the cells generating red blood cells with a diameter of approximately 6 to 8 mum. The results show that it is feasible to differentiate and mature hESCs into functional oxygen-carrying erythrocytes on a large scale.


Subject(s)
Cell Nucleus/physiology , Embryonic Stem Cells/physiology , Erythrocytes/physiology , Animals , Cell Differentiation/physiology , Cell Fractionation , Cells, Cultured , Embryonic Stem Cells/cytology , Erythrocytes/cytology , Erythrocytes/metabolism , Erythroid Cells/cytology , Erythroid Cells/metabolism , Flow Cytometry , Humans , Mice , Rh-Hr Blood-Group System/metabolism , Tissue Engineering/methods
18.
Front Biosci ; 13: 1605-9, 2008 Jan 01.
Article in English | MEDLINE | ID: mdl-17981652

ABSTRACT

Although patients treated with HIV protease inhibitor (PI) containing regimens manifest increases in naïve T cell number, it is unclear whether this is due to reduction in viral replication or a direct drug effect. We questioned whether Nelfinavir monotherapy directly impacted naïve T-cell number in HIV-negative individuals. HIV-negative volunteers received Nelfinavir, 1250 mg orally, BID for 3 weeks, and T-cell receptor recombination excision circles (TREC) content in peripheral blood were assessed. Whereas TREC copies did not change over 3 weeks in untreated controls, TREC copies/copies CCR5 increased following Nelfinavir monotherapy in 8 patients (p < 0.02), and did not change in 7 patients (p = NS). Those patients who responded were younger than those who did not with a median age of 55 years for responders and 71 years for non-responders (p < 0.03). The increase in TREC was most pronounced in those patients less than 40-years old (p < 0.01). Moreover, the patients who did not increase TREC levels were more likely to have suffered a medical illness previously shown to reduce thymic function. In HIV-negative patients, monotherapy with the HIV PI Nelfinavir for 21 days increases TREC-positive naïve T cell number, particularly in individuals who are healthy and young.


Subject(s)
HIV Protease Inhibitors/therapeutic use , Nelfinavir/therapeutic use , T-Lymphocytes/drug effects , T-Lymphocytes/metabolism , Administration, Oral , Adult , Age Factors , Aged , Aged, 80 and over , HIV Seronegativity , Humans , Leukocytes, Mononuclear/drug effects , Leukocytes, Mononuclear/metabolism , Middle Aged
19.
Int Immunol ; 19(4): 523-34, 2007 Apr.
Article in English | MEDLINE | ID: mdl-17369191

ABSTRACT

Long-lived mammals such as humans respond over decades with CTL and helper T lymphocytes to acute and chronic infections. Maintaining these extended recall responses requires established memory populations of sufficient size and diversity to effectively respond to these infections. Studies in mice have indicated that cytotoxic T cells that respond to secondary viral infections are principally those that were activated in primary responses and maintained through memory. However, long-term recall responses in humans must involve many more responses with increased opportunities for recruitment of naive T cells and competition between memory and naive cells. We hypothesized that increased numbers of antigenic challenges prolong selection pressure on responding T cells resulting in continuously changing populations characterized by evolving TCR repertoires. This hypothesis was tested by transplanting recipients with 10 sets of H4-incompatible skin allografts that were harvested at times of rejection for spectratyping of TCR alpha and beta transcripts expressed by graft-infiltrating T cells. Amplicons with single complementarity-determining region 3 (CDR3) lengths were sequenced, and CDR3-specific primers were used for amplifications to identify graft sets in which these sequences were present. The results showed that TCR repertoires did not stabilize in these extended recall responses since the majority of identified alpha and beta CDR3s was present in varying numbers of graft sets with only a minority being present throughout. Selection for specific beta CDR3s was suggested by observed associations between the extent of the recall responses and shortened CDR3 lengths and restricted distributions of net charges in CDR3s.


Subject(s)
Graft Rejection/immunology , Immunologic Memory/immunology , Minor Histocompatibility Antigens/immunology , Receptors, Antigen, T-Cell/genetics , T-Lymphocytes/immunology , Amino Acid Sequence , Animals , Complementarity Determining Regions/genetics , Gene Expression , Male , Mice , Mice, Inbred C57BL , Mice, Inbred Strains , Molecular Sequence Data , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell, alpha-beta/genetics , Receptors, Antigen, T-Cell, alpha-beta/immunology , Reverse Transcriptase Polymerase Chain Reaction , Sequence Alignment , Skin Transplantation/immunology , Static Electricity , Time Factors , Transplantation, Homologous
20.
Biochem Biophys Res Commun ; 316(2): 407-10, 2004 Apr 02.
Article in English | MEDLINE | ID: mdl-15020232

ABSTRACT

Chronic wounds are a major health care burden. Multiple factors produced by healing wounds play important roles in efficient and orderly wound healing. Secretory leukocyte protease inhibitor (SLPI) is constitutively expressed in epithelial cells, and its expression is increased by inflammation. SLPI has antimicrobial activities and improves wound healing. We hypothesized that SLPI expression correlates with keratinocyte growth rate and is increased by epidermal growth factor (EGF). Keratinocytes were isolated from neonatal foreskin. Subconfluent and confluent culture conditions were used. SLPI-specific primers were designed for use in quantitative-competitive reverse-transcription polymerase chain reaction assays to detect and quantify SLPI mRNA expression levels. SLPI levels were increased 2-fold in subconfluent cultures and 1.6-fold in confluent cultures to which EGF had been added. Confluent cultures also demonstrated 7-fold (growth factor depleted) and 6-fold (EGF) increase in SLPI RNA copy number, compared to subconfluent cultures. The results indicate that EGF increases SLPI expression.


Subject(s)
Keratinocytes/metabolism , Protein Biosynthesis , Cell Count , Cells, Cultured , DNA/biosynthesis , Epidermal Growth Factor/pharmacology , Gene Expression Regulation , Humans , Keratinocytes/drug effects , Mitosis , Proteinase Inhibitory Proteins, Secretory , Proteins/genetics , RNA, Messenger/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Secretory Leukocyte Peptidase Inhibitor
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