Microbead-based assays have evolved into powerful tools for the multiplex detection of biomolecules. Analytes are captured by DNA or protein capture molecules which are coupled on microbead surfaces. A homogeneous carboxylation of microbeads is essential for the optimal and reproducible coupling of capture molecules and thus a prerequisite for an optimal multiplex microbead-based assay performance. We developed a simple fluorescence dye adsorption assay for the description of microbead carboxylation and for the prediction of coupling successes of capture molecules. Using the fluorescence dye SYTO-62 it is possible to quantify the degree of carboxylation of poly(methyl methacrylate) (PMMA) microbeads within 1 h in a multiplex format by fluorescence microscopy or flow cytometry. Compared to conventional bulk assays which only provide an average degree of carboxylation the main advantage of the SYTO-62 assay is the single microbead analysis and therefore the description of the qualitative distribution of carboxylation in microbead populations. The SYTO-62 assay is sensitive enough to even determine weak carboxylation. Also, the quality of microbeads can be evaluated. To our knowledge this is the first report which applies a reversible noncovalent fluorescent dye adsorption assay to quantify the degree of carboxylation on surfaces.
This intervention had impact on important health indicators. Since it was arranged on top of a "real world" occupational health promotion program, the observed findings should even more encourage employers to invest in their employees' health.
Anti-neutrophil cytoplasmic antibodies (ANCA) are the serological hallmark of small vessel vasculitis, so called ANCA-associated vasculitis. The international consensus requires testing by indirect immunofluorescence (IIF) on human ethanol-fixed neutrophils (ethN) as screening followed by confirmation with enzyme-linked immunosorbent assays (ELISAs). This study evaluates the combination of cell- and microbead-based digital IIF analysis of ANCA in one reaction environment by the novel multiplexing CytoBead technology for simultaneous screening and confirmatory ANCA testing. Sera of 592 individuals including 118 patients with ANCA-associated vasculitis, 133 with rheumatoid arthritis, 49 with infectious diseases, 77 with inflammatory bowel syndrome, 20 with autoimmune liver diseases, 70 with primary sclerosing cholangitis and 125 blood donors were tested for cytoplasmic ANCA (C-ANCA) and perinuclear ANCA (P-ANCA) by classical IIF and ANCA to proteinase 3 (PR3) and myeloperoxidase (MPO) by ELISA. These findings were compared to respective ANCA results determined by automated multiplex CytoBead technology using ethN and antigen-coated microbeads for microbead immunoassays. There was a good agreement for PR3- and MPO-ANCA and a very good one for P-ANCA and C-ANCA by classical and multiplex analysis (Cohen's kappa [κ] = 0.775, 0.720, 0.876, 0.820, respectively). The differences between classical testing and CytoBead analysis were not significant for PR3-ANCA, P-ANCA, and C-ANCA (p<0.05, respectively). The prevalence of confirmed positive ANCA findings by classical testing (IIF and ELISA) compared with multiplex CytoBead analysis (IIF and microbead immunoassay positive) resulted in a very good agreement (κ = 0.831) with no significant difference of both methods (p = 0.735). Automated endpoint-ANCA titer detection in one dilution demonstrated a very good agreement with classical analysis requiring dilution of samples (κ = 0.985). Multiplexing by CytoBead technology can be employed for simultaneous screening and quantitative confirmation of ANCA. This novel technique provides fast and cost-effective ANCA analysis by automated digital IIF for the first time.
IntroductionIndirect immunofluorescence (IIF) employing ethanol-fixed neutrophils (ethN) is still the method of choice for assessing antineutrophil cytoplasmic antibodies (ANCA) in ANCA-associated vasculitides (AAV). However, conventional fluorescence microscopy is subjective and prone to high variability. The objective of this study was to evaluate novel pattern recognition algorithms for the standardized automated interpretation of ANCA patterns.MethodsSeventy ANCA-positive samples (20 antimyeloperoxidase ANCA, 50 antiproteinase3 ANCA) and 100 controls from healthy individuals analyzed on ethN and formalin-fixed neutrophils (formN) by IIF were used as a 'training set' for the development of pattern recognition algorithms. Sera from 342 patients ('test set') with AAV and other systemic rheumatic and infectious diseases were tested for ANCA patterns using the novel pattern recognition algorithms and conventional fluorescence microscopy.ResultsInterpretation software employing pattern recognition algorithms was developed enabling positive/negative discrimination and classification of cytoplasmic ANCA (C-ANCA) and perinuclear ANCA (P-ANCA). Comparison of visual reading of the 'test set' samples with automated interpretation revealed Cohen's kappa (κ) values of 0.955 on ethN and 0.929 on formN for positive/negative discrimination. Analysis of the 'test set' with regard to the discrimination between C-ANCA and P-ANCA patterns showed a high agreement for ethN (κ = 0.746) and formN (κ = 0.847). There was no significant difference between visual and automated interpretation regarding positive/negative discrimination on ethN and formN, as well as ANCA pattern recognition (P > 0.05, respectively).ConclusionsPattern recognition algorithms can assist in the automated interpretation of ANCA IIF. Automated reading of ethN and formN IIF patterns demonstrated high consistency with visual ANCA assessment.
Advances in immunofluorescence assay development paved the way for the simultaneous detection of several antibodies in one sample, for the serological diagnosis of systemic rheumatic diseases. Standardized automated screening of such antibodies can be achieved by HEp-2 cell-based indirect immunofluorescence (IIF) using a multicolor fluorescence imaging technical platform. To create a common platform for both screening and specific antibody assessment, multiplex measurement of antibodies using fluorescence-coded immobilized microbeads was employed on the same platform. The multicolor fluorescence detection system VideoScan (AKLIDES 1 ) was used for the fluorescence analysis of a multiplex microbead-based immunoassay (MIA). First, immunoglobulin G (IgG) was covalently coupled to one microbead population in duplicate and in three independent experiments. The coupled IgG was detected by a Cy TM 5-conjugated secondary antibody. Thus, intra-and interassay coefficients of variation (CV) were obtained. Second, a multiplex determination of antinuclear autoantibodies (ANA) to Scl-70, Sm, dsDNA, SS-A (Ro60), CENP-B, and La/SS-B by solid-phase MIA was investigated, using 72 sera from patients with autoimmune diseases such as systemic lupus erythematosus and systemic sclerosis (SS). The reproducibility study revealed intra-assay CVs ranging from 3.2% to 9.9%, and interassay CVs ranging from 9.6% to 14.7%. The detection of Scl-70-, Sm-, CENP-B-, and La/SS-B-ANA with MIA showed very good agreement with the ELISA results (kappa 5 1.0). The resulting relative sensitivities and specificities for Scl-70-, Sm-, CENP-B-, dsDNA-, and La/SS-B-ANA were 100%, respectively, with the exception of dsDNA (specificity 97%). Multiplex detection by immobilized fluorescence-coded microbeads using multicolor fluorescence is a reliable method for the assessment of rheumatic-disease-specific antibodies. Multicolor fluorescence analyses with pattern detection algorithms provide a common platform technique for both the screening of ANA by cell-based IIF and specific antibody assessment by multiplex detection. ' 2011 International Society for Advancement of Cytometry Key termsHEp-2 cell; multiplex; microbead-based immunoassay; autoantibodies ANTINUCLEAR antibodies (ANA) to extractable nuclear antigens (ENA) are hallmarks in the serological diagnosis of systemic rheumatic diseases (1). The detection of ANA by indirect immunofluorescence (IIF) employing HEp-2 cells as a multiple antigen source has been established as the ''gold standard'' in routine diagnostics (2). However, advances in assay development and recombinant technology have paved the way for the detection of ANA to individual ENA, such as double-stranded DNA (dsDNA), improving the diagnostic power of ANA testing. The growing variety of ANA found in different systemic rheumatic diseases has generated the need for innovative techniques to overcome the shortcomings of single ENA detection, with regard to cost and time taken to obtain results (3). Hence, multiplexed platforms have been ...
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