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1.
J Med Virol ; 96(7): e29778, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38965882

ABSTRACT

Active and passive immunization is used in high-risk patients to prevent severe courses of COVID-19, but the impact of prophylactic neutralizing antibodies on the immune reaction to the mRNA vaccines has remained enigmatic. Here we show that CD4 T and B cell responses to Spikevax booster immunization are suppressed by the therapeutic antibodies Casirivimab and Imdevimab. B cell and T cell responses were significantly induced in controls but not in antibody-treated patients. The data indicates that humoral immunity, i. e. high levels of antibodies, negatively impacts reactive immunity, resulting in blunted cellular responses upon boosting. This argues for temporal separation of vaccination efforts; with active vaccination preferably applied before prophylactic therapeutic antibody treatment.


Subject(s)
Antibodies, Neutralizing , Antibodies, Viral , B-Lymphocytes , COVID-19 Vaccines , COVID-19 , SARS-CoV-2 , Spike Glycoprotein, Coronavirus , Humans , COVID-19/prevention & control , COVID-19/immunology , B-Lymphocytes/immunology , Spike Glycoprotein, Coronavirus/immunology , Antibodies, Viral/immunology , Antibodies, Viral/blood , Antibodies, Neutralizing/immunology , Antibodies, Neutralizing/blood , COVID-19 Vaccines/immunology , SARS-CoV-2/immunology , Middle Aged , Male , Female , Vaccination , Adult , Aged , CD4-Positive T-Lymphocytes/immunology , T-Lymphocytes/immunology , Immunization, Secondary , Immunity, Humoral , Antibodies, Monoclonal, Humanized/immunology , Antibodies, Monoclonal, Humanized/therapeutic use
2.
J Clin Med ; 12(13)2023 Jun 28.
Article in English | MEDLINE | ID: mdl-37445394

ABSTRACT

Rheumatoid arthritis (RA) synovitis is dominated by monocytes/macrophages with inflammatory patterns resembling microbial stimulation. In search of triggers, we reduced the intestinal microbiome in 20 RA patients (open label study DRKS00014097) by bowel cleansing and 7-day fasting (≤250 kcal/day) and performed immune monitoring and microbiome sequencing. Patients with metabolic syndrome (n = 10) served as a non-inflammatory control group. Scores of disease activity (DAS28/SDAI) declined within a few days and were improved in 19 of 20 RA patients after breaking the fast (median ∆DAS28 = -1.23; ∆SDAI = -43%) or even achieved remission (DAS28 < 2.6/n = 6; SDAI < 3.3/n = 3). Cytometric profiling with 46 different surface markers revealed the most pronounced phenomenon in RA to be an initially increased monocyte turnover, which improved within a few days after microbiota reduction and fasting. Serum levels of IL-6 and zonulin, an indicator of mucosal barrier disruption, decreased significantly. Endogenous cortisol levels increased during fasting but were insufficient to explain the marked improvement. Sequencing of the intestinal microbiota indicated that fasting reduced potentially arthritogenic bacteria and changed the microbial composition to species with broader metabolic capabilities. More eukaryotic, predominantly fungal colonizers were observed in RA, suggesting possible involvement. This study demonstrates a direct link between the intestinal microbiota and RA-specific inflammation that could be etiologically relevant and would support targeted nutritional interventions against gut dysbiosis as a causal therapeutic approach.

4.
J Immunol ; 209(10): 1906-1917, 2022 11 15.
Article in English | MEDLINE | ID: mdl-36426957

ABSTRACT

Rheumatoid arthritis (RA) is characterized by autoimmune joint destruction with debilitating consequences. Despite treatment advancements with biologic therapies, a significant proportion of RA patients show an inadequate clinical response, and restoration of immune self-tolerance represents an unmet therapeutic need. We have previously described a tolerogenic phenotype of plasmacytoid dendritic cells (pDCs) in RA patients responding to anti-TNF-α agents. However, the molecular mechanisms involved in tolerogenic reprogramming of pDCs in RA remain elusive. In this study, guided by transcriptomic analysis of CD303+CD123+ pDCs from RA patients in remission, we revealed enhanced expression of IL-6R and its downstream signaling compared with healthy pDCs. Functional assessment demonstrated that IL-6R engagement resulted in marked reduction of TNF-α secretion by pDCs whereas intracellular TNF-α was significantly increased. Accordingly, pharmacologic inhibition of IL-6R signaling restored TNF-α secretion levels by pDCs. Mechanistic analysis demonstrated impaired activity and decreased lysosomal degradation of ADAM17 (a disintegrin and metalloproteinase 17) sheddase in pDCs, which is essential for TNF-α cleavage. Importantly, reduction of TNF-α secretion by IL-6-treated pDCs attenuated the inflammatory potential of RA patient-derived synovial fibroblasts. Collectively, these findings position pDCs as an important source of TNF-α in RA pathogenesis and unravel an anti-inflammatory mechanism of IL-6 by limiting the pDC-derived TNF-α secretion.


Subject(s)
Arthritis, Rheumatoid , Interleukin-6 , Humans , Tumor Necrosis Factor Inhibitors , Dendritic Cells , Signal Transduction , Tumor Necrosis Factor-alpha
5.
J Invest Dermatol ; 142(11): 2853-2863.e4, 2022 11.
Article in English | MEDLINE | ID: mdl-35691364

ABSTRACT

Naked mole-rats (NMRs) (Heterocephalus glaber) are long-lived mammals that possess a natural resistance to cancer and other age-related pathologies, maintaining a healthy life span >30 years. In this study, using immunohistochemical and RNA-sequencing analyses, we compare skin morphology, cellular composition, and global transcriptome signatures between young and aged (aged 3‒4 vs. 19‒23 years, respectively) NMRs. We show that similar to aging in human skin, aging in NMRs is accompanied by a decrease in epidermal thickness; keratinocyte proliferation; and a decline in the number of Merkel cells, T cells, antigen-presenting cells, and melanocytes. Similar to that in human skin aging, expression levels of dermal collagens are decreased, whereas matrix metalloproteinase 9 and matrix metalloproteinase 11 levels increased in aged versus in young NMR skin. RNA-sequencing analyses reveal that in contrast to human or mouse skin aging, the transcript levels of several longevity-associated (Igfbp3, Igf2bp3, Ing2) and tumor-suppressor (Btg2, Cdkn1a, Cdkn2c, Dnmt3a, Hic1, Socs3, Sfrp1, Sfrp5, Thbs1, Tsc1, Zfp36) genes are increased in aged NMR skin. Overall, these data suggest that specific features in the NMR skin aging transcriptome might contribute to the resistance of NMRs to spontaneous skin carcinogenesis and provide a platform for further investigations of NMRs as a model organism for studying the biology and disease resistance of human skin.


Subject(s)
Immediate-Early Proteins , Skin Aging , Animals , Humans , Mice , Genes, Tumor Suppressor , Homeodomain Proteins/genetics , Immediate-Early Proteins/genetics , Immediate-Early Proteins/metabolism , Longevity/genetics , Matrix Metalloproteinase 11/genetics , Matrix Metalloproteinase 11/metabolism , Matrix Metalloproteinase 9/metabolism , Mole Rats/genetics , Mole Rats/metabolism , Receptors, Cytoplasmic and Nuclear/genetics , RNA/metabolism , Skin Aging/genetics , Tumor Suppressor Proteins/genetics
6.
Arthritis Res Ther ; 23(1): 246, 2021 09 24.
Article in English | MEDLINE | ID: mdl-34560894

ABSTRACT

BACKGROUND: In patients with axial spondyloarthritis (axSpA), monocytes show a pre-activated phenotype. Gut inflammation is a trigger of monocyte activation and may also affect their development in the bone marrow (BM). As gut inflammation is commonly observed in axSpA patients, we performed a detailed analysis of monocyte transcriptomes of axSpA patients in two cohorts and searched for signs of activation and developmental adaptations as putative imprints of gut inflammation. METHODS: Transcriptomes of blood CD14+ monocytes of HLA-B27+ axSpA patients and healthy controls (HC) were generated by microarrays from cohort 1 and by RNA-sequencing from cohort 2. Differentially expressed genes from both analyses were subjected to gene set enrichment analysis (GSEA) and to co-expression analysis in reference transcriptomes from BM cells, blood cells and activated monocytes. As serological markers of translocation, 1,3 beta-glycan, intestinal fatty acid binding protein, and lipopolysaccharide binding protein (LBP) were determined by LAL and ELISA. RESULTS: Transcriptome analysis identified axSpA-specific monocyte signatures showing an imprint of LPS/cytokine-activated monocytes, late granulopoietic BM cells, blood neutrophils, and G-CSF-mobilized blood cells, which suggests LPS/TNF activation and more prominent BM adaptation promoting a neutrophil-like phenotype. GSEA mapped axSpA upregulated genes to inflammatory responses and TNFα signaling and downregulated probe-sets to metabolic pathways. Among translocation markers, LBP levels were significantly increased in axSpA patients vs. HC (p < 0.001). Stratified analysis by disease activity and stage identified an "active disease signature" (BASDAI ≥ 4) with an imprint of LPS/cytokine-activated monocytes and CD16+ monocyte subsets. The "AS signature" (vs. non-radiographic axSpA) showed a reinforced neutrophil-like phenotype due to deprivation of dendritic cell transcripts. CONCLUSIONS: The neutrophil-like phenotype of axSpA monocytes points towards a biased monocytopoiesis from granulocyte-monocyte progenitors. This shift in monocytopoiesis and the LPS/cytokine imprint as well as the elevated LBP levels are indicators of systemic inflammation, which may result from bacterial translocation. The BM adaptation is most prominent in AS patients while disease activity appears to be linked to activation and trafficking of monocytes.


Subject(s)
Monocytes , Spondylarthritis , Cytokines , Gene Expression Profiling , Humans , Spondylarthritis/genetics , Transcriptome
7.
Int J Mol Sci ; 22(5)2021 Feb 28.
Article in English | MEDLINE | ID: mdl-33670902

ABSTRACT

Given its uniformly high expression on plasma cells, CD38 has been considered as a therapeutic target in patients with systemic lupus erythematosus (SLE). Herein, we investigate the distribution of CD38 expression by peripheral blood leukocyte lineages to evaluate the potential therapeutic effect of CD38-targeting antibodies on these immune cell subsets and to delineate the use of CD38 as a biomarker in SLE. We analyzed the expression of CD38 on peripheral blood leukocyte subsets by flow and mass cytometry in two different cohorts, comprising a total of 56 SLE patients. The CD38 expression levels were subsequently correlated across immune cell lineages and subsets, and with clinical and serologic disease parameters of SLE. Compared to healthy controls (HC), CD38 expression levels in SLE were significantly increased on circulating plasmacytoid dendritic cells, CD14++CD16+ monocytes, CD56+ CD16dim natural killer cells, marginal zone-like IgD+CD27+ B cells, and on CD4+ and CD8+ memory T cells. Correlation analyses revealed coordinated CD38 expression between individual innate and memory T cell subsets in SLE but not HC. However, CD38 expression levels were heterogeneous across patients, and no correlation was found between CD38 expression on immune cell subsets and the disease activity index SLEDAI-2K or established serologic and immunological markers of disease activity. In conclusion, we identified widespread changes in CD38 expression on SLE immune cells that highly correlated over different leukocyte subsets within individual patients, but was heterogenous within the population of SLE patients, regardless of disease severity or clinical manifestations. As anti-CD38 treatment is being investigated in SLE, our results may have important implications for the personalized targeting of pathogenic leukocytes by anti-CD38 monoclonal antibodies.


Subject(s)
ADP-ribosyl Cyclase 1/genetics , Gene Expression Regulation , Leukocytes/metabolism , Lupus Erythematosus, Systemic/genetics , Membrane Glycoproteins/genetics , Adult , Female , Flow Cytometry , Humans , Killer Cells, Natural , Lupus Erythematosus, Systemic/enzymology , Male , Middle Aged , Monocytes , T-Lymphocyte Subsets , Young Adult
8.
Rheumatology (Oxford) ; 60(4): 1984-1995, 2021 04 06.
Article in English | MEDLINE | ID: mdl-33200208

ABSTRACT

OBJECTIVE: Epigenetic modifications are dynamic and influence cellular disease activity. The aim of this study was to investigate global DNA methylation in peripheral blood mononuclear cells (PBMCs) of RA patients to clarify whether global DNA methylation pattern testing might be useful in monitoring disease activity as well as the response to therapeutics. METHODS: Flow cytometric measurement of 5-methyl-cytosine (5'-mC) was established using the cell line U937. In the subsequent prospective study, 62 blood samples were investigated, including 17 healthy donors and 45 RA patients at baseline and after 3 months of treatment with methotrexate, the IL-6 receptor inhibitor sarilumab, and Janus kinase inhibitors. Methylation status was assessed with an anti-5'-mC antibody and analysed in PBMCs and CD4+, CD8+, CD14+ and CD19+ subsets. Signal intensities of 5'-mC were correlated with 28-joint DASs with ESR and CRP (DAS28-ESR and DAS28-CRP). RESULTS: Compared with healthy individuals, PBMCs of RA patients showed a significant global DNA hypomethylation. Signal intensities of 5'-mC correlated with transcription levels of DNMT1, DNMT3B and MTR genes involved in methylation processes. Using flow cytometry, significant good correlations and linear regression values were achieved in RA patients between global methylation levels and DAS28-ESR values for PBMCs (r = -0.55, P = 0.002), lymphocytes (r = -0.57, P = 0.001), CD4+ (r = -0.57, P = 0.001), CD8+ (r = -0.54, P = 0.001), CD14+ (r = -0.49, P = 0.008) and CD19+ (r = -0.52, P = 0.004) cells. CONCLUSIONS: The degree of global DNA methylation was found to be associated with disease activity. Based on this novel approach, the degree of global methylation is a promising biomarker for therapy monitoring and the prediction of therapy outcome in inflammatory diseases.


Subject(s)
Arthritis, Rheumatoid/metabolism , DNA Methylation , Leukocytes, Mononuclear/metabolism , Arthritis, Rheumatoid/immunology , Arthritis, Rheumatoid/pathology , Case-Control Studies , Epigenesis, Genetic , Female , Flow Cytometry , Humans , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/pathology , Male , Microscopy, Fluorescence , Middle Aged , Prospective Studies , Severity of Illness Index , U937 Cells/metabolism
9.
Sci Rep ; 10(1): 7907, 2020 05 13.
Article in English | MEDLINE | ID: mdl-32404914

ABSTRACT

Advances in microbiome research suggest involvement in chronic inflammatory diseases such as rheumatoid arthritis (RA). Searching for initial trigger(s) in RA, we compared transcriptome profiles of highly inflamed RA synovial tissue (RA-ST) and osteoarthritis (OA)-ST with 182 selected reference transcriptomes of defined cell types and their activation by exogenous (microbial) and endogenous inflammatory stimuli. Screening for dominant changes in RA-ST demonstrated activation of monocytes/macrophages with gene-patterns induced by bacterial and fungal triggers. Gene-patterns of activated B- or T-cells in RA-ST reflected a response to activated monocytes/macrophages rather than inducing their activation. In contrast, OA-ST was dominated by gene-patterns of non-activated macrophages and fibroblasts. The difference between RA and OA was more prominent in transcripts of secreted proteins and was confirmed by protein quantification in synovial fluid (SF) and serum. In total, 24 proteins of activated cells were confirmed in RA-SF compared to OA-SF and some like CXCL13, CCL18, S100A8/A9, sCD14, LBP reflected this increase even in RA serum. Consequently, pathogen-like response patterns in RA suggest that direct microbial influences exist. This challenges the current concept of autoimmunity and immunosuppressive treatment and advocates new diagnostic and therapeutic strategies that consider microbial persistence as important trigger(s) in the etiopathogenesis of RA.


Subject(s)
Arthritis, Rheumatoid/etiology , Arthritis, Rheumatoid/metabolism , Gene Expression Profiling , Macrophage Activation/immunology , Macrophages/immunology , Synovial Membrane/metabolism , Transcriptome , Adaptive Immunity , Arthritis, Rheumatoid/pathology , Biomarkers , Disease Susceptibility , Host-Pathogen Interactions/immunology , Humans , Immunity, Innate , Inflammation Mediators/metabolism , Macrophages/metabolism , Monocytes/immunology , Monocytes/metabolism , Organ Specificity , Severity of Illness Index
11.
Front Immunol ; 11: 256, 2020.
Article in English | MEDLINE | ID: mdl-32265898

ABSTRACT

Non-invasive biomarkers are necessary for diagnosis and monitoring disease activity in lupus nephritis (LN) to circumvent risks and limitations of renal biopsies. To identify new non-invasive cellular biomarkers in the urine sediment of LN patients, which may reflect kidney inflammation and can be used to predict treatment outcome, we performed in-depth urinary immune cell profiling by mass cytometry. We established a mass cytometric workflow to comparatively analyze the cellular composition of urine and peripheral blood (PB) in 13 patients with systemic lupus erythematosus (SLE) with active, biopsy-proven proliferative LN. Clinical and laboratory data were collected at the time of sampling and 6 months after induction of therapy in order to evaluate the clinical response of each patient. Six patients with different acute inflammatory renal diseases were included as comparison group. Leukocyte phenotypes and composition differed significantly between urine and paired PB samples. In urine, neutrophils and monocytes/macrophages were identified as the most prominent cell populations comprising together about 30%-83% of nucleated cells, while T and B lymphocytes, eosinophils, and natural killer (NK) cells were detectable at frequencies of <10% each. The majority of urinary T cells showed phenotypical characteristics of activated effector memory T cells (EM) as indicated by the co-expression of CD38 and CD69 - a phenotype that was not detectable in PB. Kidney inflammation was also reflected by tissue-imprinted macrophages, which phenotypically differed from PB monocytes by an increased expression of HLA-DR and CD11c. The presence of activated urinary T cells and macrophages could be used for differential diagnosis of proliferative LN forms and other renal pathologies. Most interestingly, the amount of EM in the urine sediment could be used as a biomarker to stratify LN patients in terms of response to induction therapy. Deep immunophenotypic profiling of urinary cells in LN allowed us to identify a signature of activated T cells and macrophages, which appear to reflect leukocytic infiltrates in the kidney. This explorative study has not only confirmed but also extended the knowledge about urinary cells as a future non-invasive biomarker platform for diagnosis and precision medicine in inflammatory renal diseases.


Subject(s)
Immunophenotyping/methods , Kidney/pathology , Lupus Erythematosus, Systemic/diagnosis , Lupus Nephritis/diagnosis , Macrophages/immunology , T-Lymphocytes/immunology , Urine/physiology , Adult , Biomarkers/metabolism , Biopsy , Diagnosis, Differential , Disease Progression , Early Diagnosis , Female , Humans , Immunologic Memory , Lymphocyte Activation , Lymphocyte Count , Male , Middle Aged , Prognosis , Young Adult
12.
Sci Rep ; 10(1): 796, 2020 01 21.
Article in English | MEDLINE | ID: mdl-31964937

ABSTRACT

Creatinine and proteinuria are used to monitor kidney transplant patients. However, renal biopsies are needed to diagnose renal graft rejection. Here, we assessed whether the quantification of different urinary cells would allow non-invasive detection of rejection. Urinary cell numbers of CD4+ and CD8+ T cells, monocytes/macrophages, tubular epithelial cells (TEC), and podocalyxin(PDX)-positive cells were determined using flow cytometry and were compared to biopsy results. Urine samples of 63 renal transplant patients were analyzed. Patients with transplant rejection had higher amounts of urinary T cells than controls; however, patients who showed worsening graft function without rejection had similar numbers of T cells. T cells correlated with histological findings (interstitial inflammation p = 0.0005, r = 0.70; tubulitis p = 0.006, r = 0.58). Combining the amount of urinary T cells and TEC, or T cells and PDX+ cells, yielded a significant segregation of patients with rejection from patients without rejection (all p < 0.01, area under the curve 0.89-0.91). Urinary cell populations analyzed by flow cytometry have the potential to introduce new monitoring methods for kidney transplant patients. The combination of urinary T cells, TEC, and PDX-positive cells may allow non-invasive detection of transplant rejection.


Subject(s)
Biomarkers/urine , Flow Cytometry/methods , Graft Rejection/diagnosis , Kidney Transplantation , Monitoring, Physiologic/methods , Urine/cytology , Adult , Aged , Allografts , CD4-Positive T-Lymphocytes , CD8-Positive T-Lymphocytes , Case-Control Studies , Cell Count , Epithelial Cells , Female , Graft Rejection/urine , Humans , Kidney Tubules/cytology , Kidney Tubules/pathology , Macrophages , Male , Middle Aged , Sialoglycoproteins/urine
13.
Anal Chem ; 91(18): 11514-11519, 2019 09 17.
Article in English | MEDLINE | ID: mdl-31429254

ABSTRACT

In the last decades, significant efforts have been made to investigate possible cytotoxic effects of metallic nanoparticles (NPs). Methodologies enabling precise information regarding uptake and intracellular distribution of NPs at the single cell level remain to be established. Mass cytometry (MC) has been developed for high-dimensional single cell analyses and is a promising tool to quantify NP-cell interactions. Here, we aim to establish a new MC-based quantification procedure to receive absolute numbers of NPs per single cell by using a calibration that considers the specific transmission efficiency (TE) of suspended NPs. The current MC-quantification strategy accept TE values of complementary metal solutions. In this study, we demonstrate the different transmission behavior of 50 nm silver NPs (AgNP) and silver nitrate solution. We have used identical AgNPs for calibration as for in vitro-differentiated macrophages (THP-1 cell line) in a time- and dose-dependent manner. Our quantification relies on silver intensities measuring AgNPs in the same detection mode as the cells. Results were comparable with the TE quantification strategy using AgNPs but differed when using ionic silver. Furthermore, intact and digested cell aliquots were measured to investigate the impact of MC sample processing on the amount of AgNPs/cell. Taken together, we have provided a MC-specific calibration procedure to precisely calculate absolute numbers of NPs per single cell. Combined with its unique feature of multiplexing up to 50 parameters, MC provides much more information on the single cell level than single cell-inductively coupled plasma mass spectrometry (SC-ICPMS) and, therefore, offers new opportunities in nanotoxicology.


Subject(s)
Metal Nanoparticles/analysis , Single-Cell Analysis/methods , Flow Cytometry/methods , Humans , Metal Nanoparticles/chemistry , Silver/chemistry , THP-1 Cells
14.
Eur J Immunol ; 49(11): 2103-2110, 2019 11.
Article in English | MEDLINE | ID: mdl-31349374

ABSTRACT

The naked mole rat (Heterocephalus glaber, NMR) is a rodent with exceptional longevity, low rates of age-related diseases and spontaneous carcinogenesis. The NMR represents an attractive animal model in longevity and cancer research, but there are no NMR-specific antibodies available to study its immune system with respect to age- and cancer-related questions. Substantial homology of major NMR immune cell markers with those of Guinea pig, human and, to a lesser extent, mouse and rat origin are implicated for the existence of immunological cross-reactivity. We identified 10 antibodies recognising eight immunophenotypic markers expressed on the NMR's T and B lymphocytes, macrophages/monocytes and putative haematopoietic precursors and used them for an immunophenotyping of leukocyte subsets of peripheral blood, spleen and bone marrow samples. Overall, we found that the leukocyte composition of NMR peripheral blood is comparable to that of mice. Notably, the frequency of cytotoxic T cells was found to be lower in the NMR compared to corresponding mouse tissues and human blood. Antibodies used in the present paper are available either commercially or from the scientific community and will provide new opportunities for the NMR as a model system in ageing- and cancer-related research areas.


Subject(s)
Antibodies/isolation & purification , B-Lymphocyte Subsets/immunology , Hematopoietic Stem Cells/immunology , Mole Rats/immunology , Myeloid Cells/immunology , T-Lymphocyte Subsets/immunology , Animals , Antibodies/chemistry , B-Lymphocyte Subsets/classification , B-Lymphocyte Subsets/cytology , Biomarkers/analysis , Bone Marrow Cells/cytology , Bone Marrow Cells/immunology , Cross Reactions , Disease Resistance/genetics , Disease Resistance/immunology , Guinea Pigs , Hematopoietic Stem Cells/cytology , Humans , Immunophenotyping , Longevity/genetics , Longevity/immunology , Mice , Myeloid Cells/classification , Myeloid Cells/cytology , Spleen/cytology , Spleen/immunology , T-Lymphocyte Subsets/classification , T-Lymphocyte Subsets/cytology
15.
Cytometry A ; 95(8): 910-916, 2019 08.
Article in English | MEDLINE | ID: mdl-31058420

ABSTRACT

Mass cytometry is increasingly employed in larger immune profiling studies involving data acquisitions across several days and multiple sites. For gaining a maximum of information from respective data by computational analyses, several techniques have been developed to minimize noise in mass cytometric data sets, such as sample banking, standardized instrument setup, sample barcoding, and signal normalization. However, the repeated preparation of cocktails composed of isotope-tagged antibodies remained a significant source of error. We here show that premixed antibody cocktails fail to deliver expected staining patterns when stored at 4°C for 4 weeks. As a solution, we developed and tested a cryopreservation method for highly multiplexed antibody cocktails for mass cytometry including lanthanide, palladium, and platinum conjugates that yielded stable staining patterns for at least 9 months when stored at temperatures below -80°C. Using frozen aliquots of antibody cocktails is an economic and flexible approach to significantly improve data consistency in large mass cytometry studies with repetitive staining/measurement cycles spanning several days or involving multiple data acquisition sites. © 2019 International Society for Advancement of Cytometry.


Subject(s)
Antibodies, Monoclonal/pharmacology , Flow Cytometry/methods , Immunophenotyping/methods , Mass Spectrometry/methods , Antibodies, Monoclonal/immunology , Humans , Isotopes/pharmacology , Lanthanoid Series Elements/pharmacology , Leukocytes, Mononuclear/immunology , Palladium/pharmacology , Single-Cell Analysis/methods
16.
J Rheumatol ; 46(6): 572-578, 2019 06.
Article in English | MEDLINE | ID: mdl-30709954

ABSTRACT

OBJECTIVE: Multidrug resistance (MDR) transporters may be used as biomarkers to monitor disease progression in RA and as a predictive tool to establish responsiveness to biological therapy. In this multicenter clinical trial, we aimed to assess the predictive value of activity measurement of transporters MDR1, MD resistance protein (MRP)1, and breast cancer resistance protein (BCRP) for biological therapeutic response in RA before the initiation of biological therapy as well as 4 to 6 and 12 weeks after. METHODS: Peripheral blood samples were collected from 27 responders and 12 nonresponders to biological disease-modifying antirheumatic drugs (bDMARD) at the indicated timepoints as well as from 35 healthy controls. MDR activity factor (MAF) of MDR1, MRP1, and BCRP was measured in CD3+ and CD19+ cells using the Solvo MDQ Kit and cell surface staining by flow cytometry following peripheral blood mononuclear cells isolation. RESULTS: At the start of therapy, MAFC (composite MAF of MRP1 and MDR1) and MAFMDR values, and at 4 to 6 weeks of treatment, MAFC, MAFMRP, and MAFMDR values of CD3 cells were higher in nonresponders compared to responders. Receiver-operation characteristic curve analysis revealed that RA patients with MAFC values above 21.3 in CD3 cells at the start of bDMARD therapy are likely to be nonresponders. At 4 to 6 weeks of treatment, these also predict unfavorable response: MAFC values above 20.3, MAFMRP values above 6.0, and MAFMDR values above 13.9 in CD3 cells. CONCLUSION: Our results indicate that the determination of MAFC values in CD3 cells of patients with RA may be of predictive value prior to the initiation of biological therapy, to establish whether the patient will demonstrate sufficient therapeutic response.


Subject(s)
Antirheumatic Agents/pharmacology , Arthritis, Rheumatoid/drug therapy , Lymphocytes/drug effects , ATP Binding Cassette Transporter, Subfamily B, Member 1/metabolism , ATP Binding Cassette Transporter, Subfamily G, Member 2/metabolism , Adult , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/metabolism , Drug Resistance, Multiple , Female , Humans , Lymphocytes/metabolism , Male , Middle Aged , Multidrug Resistance-Associated Proteins/metabolism , Neoplasm Proteins/metabolism , Prognosis
17.
Sci Transl Med ; 10(452)2018 08 01.
Article in English | MEDLINE | ID: mdl-30068569

ABSTRACT

Immune cell profiles provide valuable diagnostic information for hematologic and immunologic diseases. Although it is the most widely applied analytical approach, flow cytometry is limited to liquid blood. Moreover, either analysis must be performed with fresh samples or cell integrity needs to be guaranteed during storage and transport. We developed epigenetic real-time quantitative polymerase chain reaction (qPCR) assays for analysis of human leukocyte subpopulations. After method establishment, whole blood from 25 healthy donors and 97 HIV+ patients as well as dried spots from 250 healthy newborns and 24 newborns with primary immunodeficiencies were analyzed. Concordance between flow cytometric and epigenetic data for neutrophils and B, natural killer, CD3+ T, CD8+ T, CD4+ T, and FOXP3+ regulatory T cells was evaluated, demonstrating substantial equivalence between epigenetic qPCR analysis and flow cytometry. Epigenetic qPCR achieves both relative and absolute quantifications. Applied to dried blood spots, epigenetic immune cell quantification was shown to identify newborns suffering from various primary immunodeficiencies. Using epigenetic qPCR not only provides a precise means for immune cell counting in fresh-frozen blood but also extends applicability to dried blood spots. This method could expand the ability for screening immune defects and facilitates diagnostics of unobservantly collected samples, for example, in underdeveloped areas, where logistics are major barriers to screening.


Subject(s)
Dried Blood Spot Testing , Epigenesis, Genetic , Immunologic Tests/methods , Cell Count , Cohort Studies , DNA Methylation/genetics , Genetic Loci , HIV Infections/diagnosis , HIV Infections/immunology , Humans , Infant, Newborn , Neonatal Screening , Sulfites , T-Lymphocyte Subsets/metabolism
18.
Arthritis Res Ther ; 20(1): 191, 2018 08 29.
Article in English | MEDLINE | ID: mdl-30157966

ABSTRACT

BACKGROUND: Therapeutic targeting of tumour necrosis factor (TNF)-α is highly effective in ankylosing spondylitis (AS) patients. However, since one-third of anti-TNF-treated AS patients do not show an adequate clinical response there is an urgent need for new biomarkers that would aid clinicians in their decision-making to select appropriate therapeutic options. Thus, the aim of this explorative study was to identify cell-based biomarkers in peripheral blood that could be used for a pre-treatment stratification of AS patients. METHODS: A high-dimensional, multi-parametric flow cytometric approach was applied to identify baseline predictors in 31 AS patients before treatment with the TNF blockers adalimumab (TNF-neutralisation) and etanercept (soluble TNF receptor). RESULTS: As the major result, the frequencies of natural killer (NK) cells, and in particular CD8-positive (CD8+) NK cell subsets, were most predictive for therapeutic outcome in AS patients. While an inverse correlation between classical CD56+/CD16+ NK cells and reduction of disease activity was observed, the CD8+ NK cell subset behaved in the opposite direction. At baseline, responders showed significantly increased frequencies of CD8+ NK cells compared with non-responders. CONCLUSIONS: This is the first study demonstrating that the composition of the NK cell compartment has predictive power for prediction of therapeutic outcome for anti-TNF-α blockers, and we identified CD8+ NK cells as a potential new player in the TNF-α-driven chronic inflammatory immune response of AS.


Subject(s)
Adalimumab/therapeutic use , Etanercept/therapeutic use , Leukocytes, Mononuclear/drug effects , Spondylitis, Ankylosing/drug therapy , Tumor Necrosis Factor-alpha/antagonists & inhibitors , Adalimumab/immunology , Adult , Antirheumatic Agents/immunology , Antirheumatic Agents/therapeutic use , CD8-Positive T-Lymphocytes/drug effects , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , Etanercept/immunology , Female , Humans , Killer Cells, Natural/drug effects , Killer Cells, Natural/immunology , Killer Cells, Natural/metabolism , Leukocytes, Mononuclear/metabolism , Male , Middle Aged , Prognosis , Spondylitis, Ankylosing/immunology , Spondylitis, Ankylosing/metabolism , Treatment Outcome , Tumor Necrosis Factor-alpha/immunology , Tumor Necrosis Factor-alpha/metabolism
19.
Ann Rheum Dis ; 77(2): 300-308, 2018 02.
Article in English | MEDLINE | ID: mdl-29191820

ABSTRACT

OBJECTIVE: Rheumatoid arthritis (RA) accompanies infiltration and activation of monocytes in inflamed joints. We investigated dominant alterations of RA monocytes in bone marrow (BM), blood and inflamed joints. METHODS: CD14+ cells from BM and peripheral blood (PB) of patients with RA and osteoarthritis (OA) were profiled with GeneChip microarrays. Detailed functional analysis was performed with reference transcriptomes of BM precursors, monocyte blood subsets, monocyte activation and mobilisation. Cytometric profiling determined monocyte subsets of CD14++CD16-, CD14++CD16+ and CD14+CD16+ cells in BM, PB and synovial fluid (SF) and ELISAs quantified the release of activation markers into SF and serum. RESULTS: Investigation of genes differentially expressed between RA and OA monocytes with reference transcriptomes revealed gene patterns of early myeloid precursors in RA-BM and late myeloid precursors along with reduced terminal differentiation to CD14+CD16+monocytes in RA-PB. Patterns associated with tumor necrosis factor/lipopolysaccharide (TNF/LPS) stimulation were weak and more pronounced in RA-PB than RA-BM. Cytometric phenotyping of cells in BM, blood and SF disclosed differences related to monocyte subsets and confirmed the reduced frequency of terminally differentiated CD14+CD16+monocytes in RA-PB. Monocyte activation in SF was characterised by the predominance of CD14++CD16++CD163+HLA-DR+ cells and elevated concentrations of sCD14, sCD163 and S100P. CONCLUSION: Patterns of less mature and less differentiated RA-BM and RA-PB monocytes suggest increased turnover with accelerated monocytopoiesis, BM egress and migration into inflamed joints. Predominant activation in the joint indicates the action of local and primary stimuli, which may also promote adaptive immune triggering through monocytes, potentially leading to new diagnostic and therapeutic strategies.


Subject(s)
Arthritis, Rheumatoid/pathology , Bone Marrow/pathology , Joints/pathology , Monocytes/cytology , Arthritis, Rheumatoid/genetics , Arthritis, Rheumatoid/immunology , Enzyme-Linked Immunosorbent Assay , Flow Cytometry , Gene Expression Profiling/methods , Humans , Monocytes/metabolism , Monocytes/pathology , Osteoarthritis/genetics , Osteoarthritis/immunology , Osteoarthritis/pathology , Synovial Fluid/cytology
20.
Rheumatology (Oxford) ; 56(9): 1618-1626, 2017 09 01.
Article in English | MEDLINE | ID: mdl-28859328

ABSTRACT

Objective: To determine the clinical value of six traditional and three IFN-related biomarkers in monitoring disease activity (DA) in SLE. Methods: Prospective longitudinal study of IFNα, IFNγ-inducible protein 10 (IP-10) and sialic acid-binding Ig-like lectin 1 (SIGLEC1) vs antibodies against dsDNA (ELISA and Farr radioimmunoassay), dsDNA-complexed nucleosomes (anti-dsDNA-NcX: ELISA), nucleosomes (ANuA: ELISA) and complement C3/C4 for correlation with DA (measured by BILAG 2004 index) in 26 SLE patients (77 visits). Optimal upper and lower longitudinal thresholds for the biomarkers and their accuracies for reflecting clinically relevant changes in DA (flares and remission) were determined by receiver operating characteristic and Youden index analysis. Results: Increases in IP-10, SIGLEC1 and ANuA to + 101.6 pg/ml, +5.01 relative mean fluorescence intensity and +16.20 IU/ml above the calculated upper longitudinal threshold significantly reflected lupus flares, with a sensitivity and specificity of 50 and 95% for IP-10, 83 and 90% for SIGLEC1 and 58 and 95% for ANuA. Decreases in anti-dsDNA (ELISA), IFNα and anti-dsDNA (Farr assay) to - 64.7 IU/ml, -16.69 pg/ml and -3.3 IU/ml below lower longitudinal thresholds, respectively, best reflected remission, with sensitivity and specificity of 75 and 95%, 62 and 90%, and 75 and 90%, respectively. Conclusion: IP-10, SIGLEC1 and ANuA emerged as advantageous biomarkers for monitoring disease activity. This is the first study in SLE that provides longitudinal biomarker thresholds and test accuracies for SLE flares and remitting disease. In the context of IFN-directed therapies, chemokines and fluorescence-activated cell sorting-based IFN biomarkers for monitoring SLE activity should be further studied.


Subject(s)
Interferon-alpha/blood , Lupus Erythematosus, Systemic/diagnosis , Adult , Aged , Benchmarking , Biomarkers/blood , Chemokine CXCL10/blood , Female , Humans , Longitudinal Studies , Male , Middle Aged , Monocytes/metabolism , Prospective Studies , Sensitivity and Specificity , Severity of Illness Index , Sialic Acid Binding Ig-like Lectin 1/blood , Young Adult
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