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Würth C, Behnke T, Gienger J, Resch-Genger U. Efficiency scale for scattering luminescent particles linked to fundamental and measurable spectroscopic properties. Sci Rep 2023; 13:6254. [PMID: 37069220 PMCID: PMC10110600 DOI: 10.1038/s41598-023-32933-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 04/04/2023] [Indexed: 04/19/2023] Open
Abstract
Comparing the performance of molecular and nanoscale luminophores and luminescent micro- and nanoparticles and estimating achievable signal amplitudes and limits of detection requires a standardizable intensity scale. This initiated the development of the relative MESF (number of molecules of equivalent soluble fluorochromes) and ERF (equivalent reference fluorophores) scales for flow cytometry and fluorescence microscopy. Both intensity scales rely on fluorescence intensity values assigned to fluorescent calibration beads by an intensity comparison to spectrally closely matching fluorophore solutions of known concentration using a spectrofluorometer. Alternatively, the luminophore or bead brightness (B) can be determined that equals the product of the absorption cross section (σa) at the excitation wavelength (σa(λex)) and the photoluminescence quantum yield (Φpl). Thereby, an absolute scale based on fundamental and measurable spectroscopic properties can be realized which is independent of particle size, material, and luminophore staining or labeling density and considers the sensitivity of the optical properties of luminophores to their environment. Aiming for establishing such a brightness scale for light-scattering dispersions of luminescent particles with sizes exceeding a few ten nanometers, we demonstrate how the brightness of quasi-monodisperse 25 nm, 100 nm, and 1 µm sized polystyrene particles (PSP), loaded with two different dyes in varying concentrations, can be obtained with a single custom-designed integrating sphere setup that enables the absolute determination of Φpl and transmittance and diffuse reflectance measurements. The resulting Φpl, σa(λex), imaginary parts of the refractive index, and calculated B values of these samples are given in dependence of the number of incorporated dye molecule per particle. Finally, a unitless luminescence efficiency (LE) is defined allowing for the direct comparison of luminescence efficiencies of particles with different sizes.
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Affiliation(s)
- Christian Würth
- Division Biophotonics, Bundesanstalt für Materialforschung und -prüfung (BAM), Richard-Willstaetter Str. 11, 12489, Berlin, Germany.
| | - Thomas Behnke
- Division Biophotonics, Bundesanstalt für Materialforschung und -prüfung (BAM), Richard-Willstaetter Str. 11, 12489, Berlin, Germany
| | - Jonas Gienger
- Physikalisch-Technische Bundesanstalt (PTB), Abbestr. 2-12, 10587, Berlin, Germany
| | - Ute Resch-Genger
- Division Biophotonics, Bundesanstalt für Materialforschung und -prüfung (BAM), Richard-Willstaetter Str. 11, 12489, Berlin, Germany.
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Ostrov BE. Reliability and reproducibility of antinuclear antibody testing in pediatric rheumatology practice. Front Med (Lausanne) 2023; 9:1071115. [PMID: 36714114 PMCID: PMC9875300 DOI: 10.3389/fmed.2022.1071115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Accepted: 12/13/2022] [Indexed: 01/11/2023] Open
Abstract
Antinuclear antibody (ANA) testing is common practice among health care practitioners when evaluating children and adolescents with non-specific symptoms including fatigue and aches and pains. When positive, ANA results often lead to referrals to pediatric rheumatologists as these antibodies may be key indicators for specific pediatric rheumatologic diagnoses. The reliability and reproducibility of ANA tests varies with assay techniques and validation and interpretation of results. In the following article, review of ANA testing in pediatrics is provided along with case examples that demonstrate the reliability and reproducibility of these results in specific scenarios common in the practice of pediatric rheumatology. Guidelines for more accurate utilization of ANA testing are presented with the aim to improve testing and interpretation by ordering clinicians.
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Infantino M, Carbone T, Brusca I, Alessio MG, Previtali G, Platzgummer S, Paura G, Castiglione C, Fabris M, Pesce G, Porcelli B, Terzuoli L, Bacarelli MR, Tampoia M, Cinquanta L, Villalta D, Buzzolini F, Palterer B, Pancani S, Benucci M, Manfredi M, Bizzaro N. Current technologies for anti-ENA antibody detection: State-of-the-art of diagnostic immunoassays. J Immunol Methods 2022; 507:113297. [PMID: 35690095 DOI: 10.1016/j.jim.2022.113297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 06/03/2022] [Accepted: 06/03/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Autoantibodies against extractable nuclear antigens (ENA) play a pivotal role in the diagnosis and classification of systemic autoimmune rheumatic diseases (SARD). In recent years, newly developed methods have enabled the simultaneous and quantitative detection of multiple anti-ENA reactivities. However, data regarding the comparability of results obtained using different technologies across different platforms are scarce. In this study we compared eight different immunoassays, commonly used in current laboratory practice for detection of anti-ENA antibodies. METHODS Sixty patients suffering from different SARD, 10 inflammatory arthritis patients (disease controls) and 10 healthy blood donors were included in this comparative study. Sera were collected in 15 centers belonging to the Study Group on Autoimmune Diseases of the Italian Society of Clinical Pathology and Laboratory Medicine. We evaluated the analytical sensitivity, specificity and diagnostic accuracy of each method for antibodies to Sm, RNP, Ro60, Ro52, Scl70, CENP-B and Jo1. Cohen's kappa was used to analyze the agreement among methods. RESULTS Average agreement among methods was 0.82, ranging from substantial (k = 0.72) to almost perfect (k = 0.92). However, while the specificity was very good for all methods, some differences emerged regarding the analytical sensitivity. CONCLUSIONS Diagnostic performance of current technologies for anti-ENA antibody detection showed good comparability. However, as some differences exist among methods, laboratory scientists and clinicians must be aware of the diagnostic accuracy of the testing method in use.
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Affiliation(s)
- Maria Infantino
- Laboratorio di Immunologia e Allergologia, Ospedale S. Giovanni di Dio, Firenze, Italy.
| | - Teresa Carbone
- UOC Patologia Clinica Microbiologia e Medicina di Laboratorio, Azienda Sanitaria Locale di Matera (ASM), Matera, Italy
| | - Ignazio Brusca
- Patologia Clinica, Ospedale Buccheri La Ferla FBF, Palermo, Italy
| | | | - Giulia Previtali
- Laboratorio Analisi Chimico Cliniche, ASST Papa Giovanni XXIII, Bergamo, Italy
| | | | - Giusi Paura
- Laboratorio Analisi, Ospedale Civile, Voghera, Italy
| | | | - Martina Fabris
- SOC Istituto di Patologia Clinica, Azienda Sanitaria Universitaria Integrata, Udine, Italy
| | - Giampaola Pesce
- Laboratorio Diagnostico di Autoimmunologia, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Dipartimento di Medicina Interna e Specialità Mediche (DIMI), Università di Genova, Genova, Italy
| | - Brunetta Porcelli
- UOC Laboratorio Patologia Clinica, Policlinico S. Maria alle Scotte, AOU Senese, Siena, Italy; Dipartimento Biotecnologie Mediche, Università degli Studi di Siena, Siena, Italy
| | - Lucia Terzuoli
- UOC Laboratorio Patologia Clinica, Policlinico S. Maria alle Scotte, AOU Senese, Siena, Italy; Dipartimento Biotecnologie Mediche, Università degli Studi di Siena, Siena, Italy
| | - Maria-Romana Bacarelli
- UOC Laboratorio Patologia Clinica, Policlinico S. Maria alle Scotte, AOU Senese, Siena, Italy; Dipartimento Scienze Mediche Chirurgiche e Neuroscienze, Università degli Studi di Siena, Siena, Italy
| | - Marilina Tampoia
- Patologia Clinica, Microbiologia e Genetica Medica, ASL TA, Taranto, Italy
| | - Luigi Cinquanta
- Laboratorio centralizzato (HUB) SDN Spa, Gruppo SYNLAB, Pagani (SA), Italy
| | - Danilo Villalta
- SSD di Allergologia e Immunologia clinica, Presidio Ospedaliero S. Maria degli Angeli, Pordenone, Italy
| | - Francesca Buzzolini
- SSD di Allergologia e Immunologia clinica, Presidio Ospedaliero S. Maria degli Angeli, Pordenone, Italy
| | - Boaz Palterer
- Università degli studi di Firenze, Dipartimento di Medicina Sperimentale e Clinica, Firenze, Italy
| | - Silvia Pancani
- Laboratorio di Immunologia e Allergologia, Ospedale S. Giovanni di Dio, Firenze, Italy
| | | | - Mariangela Manfredi
- Laboratorio di Immunologia e Allergologia, Ospedale S. Giovanni di Dio, Firenze, Italy
| | - Nicola Bizzaro
- Laboratorio di Patologia Clinica, Ospedale San Antonio, Azienda Sanitaria Universitaria Integrata, Udine, Italy
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Gandini A, Gededzha MP, De Maayer T, Barrow P, Mayne E. Diagnosing coeliac disease: A literature review. Hum Immunol 2021; 82:930-936. [PMID: 34462157 DOI: 10.1016/j.humimm.2021.07.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 07/14/2021] [Accepted: 07/30/2021] [Indexed: 12/14/2022]
Abstract
Coeliac disease (CD) is an autoimmune gastroenteropathy triggered by gliadin and gliadin-tissue transglutaminase (tTG) complexes. CD is one of the few autoimmune diseases with an accurate, non-invasive serological test. Anti-endomysial, anti-tTG and anti-deaminated gliadin peptides (DGP) antibodies are currently used for serological tests with tTG ELISAs being the superior test. Duodenal biopsy, although invasive, is the gold standard for CD diagnosis. HLA genotyping and flow cytometry can also be used as supplementary tests. The incidence of CD is rising globally although the reasons for this remain unclear. In addition, the true incidence of coeliac disease in African populations remains unknown although recent work suggests that South African populations express the alleles associated with this disease. This review examines the pathogenesis and diagnosis of coeliac disease and considers novel and innovative biomarkers in its diagnosis specifically in an African population.
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Affiliation(s)
- Anastasia Gandini
- University of Witwatersrand, South Africa; National Health Laboratory Service, South Africa; Department of Immunology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
| | - Maemu P Gededzha
- University of Witwatersrand, South Africa; National Health Laboratory Service, South Africa; Department of Immunology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Tim De Maayer
- University of Witwatersrand, South Africa; Rahima Moosa Mother and Child Hospital, South Africa
| | - Peter Barrow
- University of Witwatersrand, South Africa; Wits University Donald Gordon Medical Centre, South Africa
| | - Elizabeth Mayne
- University of Witwatersrand, South Africa; National Health Laboratory Service, South Africa; Department of Immunology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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Romero-Sánchez C, Benavides-Solarte M, Galindo-Ibáñez I, Ospina-Caicedo AI, Parra-Izquierdo V, Chila-Moreno L, Villa A, Casas-Gómez MC, Angarita I, Bautista-Molano W, Romero-Álvarez V, Bello-Gualtero JM. Frequency of Positive ANCA Test in a Population With Clinical Symptoms Suggestive of Autoimmune Disease and the Interference of ANA in its Interpretation. REUMATOLOGIA CLINICA 2020; 16:473-479. [PMID: 30704921 DOI: 10.1016/j.reuma.2018.09.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Revised: 08/30/2018] [Accepted: 09/20/2018] [Indexed: 01/04/2023]
Abstract
BACKGROUND Antibodies against neutrophil cytoplasm (ANCA) are associated with vasculitis. There are different methods to determine their presence. The interference of antinuclear antibodies (ANA) in the differentiation between P-ANCA and C-ANCA patterns has been described. OBJECTIVE To determine the frequency of ANCA in a population with manifestations of autoimmune disease, and evaluate the interference of ANA in its interpretation. MATERIALS AND METHODS Retrospective, descriptive nonexperimental cross-sectional study, including 3,330 data. The presumptive diagnosis was autoimmune disease and a test for ANCA was requested. The ANCA and ANA determinations were made by indirect immunofluorescence, L-ANCA® and CytoBead® ANCA. Anti-proteinase 3 and anti-myeloperoxidase were detected by ELISA and CytoBead® ANCA. RESULTS ANCAs were positive in 10.21% and 12.64% of those positive for ANCA were positive for ANA. The inter-rater agreement statistic (Kappa) for anti-PR3 between CytoBead ANCA and ELISA was 100% (K=1.00; P<.05) and the agreement between anti- myeloperoxidase by ELISA and CytoBead® ANCA was high (K=0.94; P<.05). 30% of those with ANCAs had a diagnosis of a type of vasculitis; 20% of them had an autoimmune disease. CONCLUSIONS The results suggest an overestimated request for ANCAs as a diagnostic aid in primary care which was not addressed. For an adequate evaluation of ANCAs, the indirect immunofluorescence technique should be implemented for the control and confirmation with the determination of specific antigens for anti- proteinase 3 and anti- myeloperoxidase in any of the confirmatory assays. The high concordance shown by ANCA CytoBeads makes us consider the use of this alternative for the determination of ANCAs and the confirmation. Given the interference of ANAs, the ANA test by IFI in the presence of positive P-ANCA results is recommended in order to minimize "false positives".
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Affiliation(s)
- Consuelo Romero-Sánchez
- Servicio de Reumatología e Inmunología, Hospital Militar Central, Facultad de Medicina, Grupo de Inmunología Clínica Aplicada, Universidad Militar Nueva Granada, Bogotá, Colombia; Facultad de Medicina, Programa de Reumatología, Universidad de la Sabana, Chía, Colombia; Instituto de Referencia Andino, Bogotá, Colombia; Instituto UIBO, Universidad El Bosque, Bogotá, Colombia.
| | - Mario Benavides-Solarte
- Servicio de Reumatología e Inmunología, Hospital Militar Central, Facultad de Medicina, Grupo de Inmunología Clínica Aplicada, Universidad Militar Nueva Granada, Bogotá, Colombia
| | - Isabel Galindo-Ibáñez
- Facultad de Ciencias Básicas, Universidad Colegio Mayor de Cundinamarca, Bogotá, Colombia
| | - Ana Isabel Ospina-Caicedo
- Servicio de Reumatología e Inmunología, Hospital Militar Central, Facultad de Medicina, Grupo de Inmunología Clínica Aplicada, Universidad Militar Nueva Granada, Bogotá, Colombia
| | | | - Lorena Chila-Moreno
- Facultad de Ciencias Básicas, Universidad Colegio Mayor de Cundinamarca, Bogotá, Colombia
| | - Amanda Villa
- Instituto de Referencia Andino, Bogotá, Colombia
| | | | - Ignacio Angarita
- Facultad de Medicina, Programa de Reumatología, Universidad de la Sabana, Chía, Colombia
| | - Wilson Bautista-Molano
- Servicio de Reumatología e Inmunología, Hospital Militar Central, Facultad de Medicina, Grupo de Inmunología Clínica Aplicada, Universidad Militar Nueva Granada, Bogotá, Colombia; Instituto UIBO, Universidad El Bosque, Bogotá, Colombia
| | - Verónica Romero-Álvarez
- Servicio de Reumatología e Inmunología, Hospital Militar Central, Facultad de Medicina, Grupo de Inmunología Clínica Aplicada, Universidad Militar Nueva Granada, Bogotá, Colombia
| | - Juan Manuel Bello-Gualtero
- Servicio de Reumatología e Inmunología, Hospital Militar Central, Facultad de Medicina, Grupo de Inmunología Clínica Aplicada, Universidad Militar Nueva Granada, Bogotá, Colombia
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Wei Q, Jiang Y, Xiao M, Zhang X, Qi J, Xie J, Wu J, Wu Z, Gu J. Comparison of chemiluminescence microparticle immunoassay, indirect immunofluorescence assay, linear immunoassay and multiple microbead immunoassay detecting autoantibodies in systemic lupus erythematosus. Scand J Immunol 2020; 91:e12849. [PMID: 31899559 DOI: 10.1111/sji.12849] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 09/20/2019] [Accepted: 11/04/2019] [Indexed: 11/29/2022]
Abstract
The aim of study was to detect antinuclear antibodies (ANA) using indirect immunofluorescence assay (IIFA), linear immunoassay (LIA), chemiluminescence microparticle immunoassay (CMIA), multiple microbead immunoassay (MBI) and to compare these four methods in the performance of diagnosing systemic lupus erythematosus (SLE). Serum ANA were detected in 147 SLE cases and 42 healthy controls (HCs). The sensitivity, specificity, accuracy, positive predictive value and agreement, the area under the curve of four methods in diagnosing were calculated. Finally, a diagnostic model through logistic regression was constructed. The sensitivity of CMIA and IIFA in diagnosing SLE was 89.08% and 89.12%, higher than other two methods (P < .01), while highest specificity lied in CMIA (95.24%) and LIA (95.24%). The accuracy was highest in CMIA (91.01%), and lowest in LIA (83.07%). CMIA and the other three methods had good agreement, especially with LIA (κ = .798, 95% CI, 0.708-0.88). ANA-IIFA (OR = 1.016, P < .001) and anti-SSA antibodies (OR = 1.017, P = .043) were finally included in the SLE diagnostic model, with AUC value of 0.964 (95% CI, 0.936-0.991). SLE patients exhibited 14 various ANA patterns, especially AC-1, AC-4, and AC-5. Antibodies against SSA and dsDNA were mostly seen with AC-1 and AC-4 patterns, while antibodies against RNP, Sm, SSA, dsDNA, nucleosome and PO were most frequently observed with AC-5 pattern in SLE. CMIA method is a reliable screening test for detections of antibodies related to SLE. Using ANA-IIFA and anti-SSA antibodies by CMIA can discriminate SLE patients from HCs effectively.
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Affiliation(s)
- Qiujing Wei
- Department of Rheumatology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yutong Jiang
- Department of Rheumatology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Min Xiao
- Department of Rheumatology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xi Zhang
- Department of Rheumatology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jun Qi
- Department of Rheumatology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jiewen Xie
- Department of Rheumatology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jialing Wu
- Department of Rheumatology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zhongming Wu
- Department of Rheumatology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jieruo Gu
- Department of Rheumatology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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Abstract
The presence of antinuclear antibodies (ANAs), which include autoantibodies to extractable nuclear antigens (ENAs), in the sera of patients with connective tissue diseases provides useful immunologic and pathophysiologic insight into the nature of their disease. This article discusses the most commonly used diagnostic modalities for detecting and quantitating the presence of ANA: indirect immunofluorescence assay, enzyme-linked immunosorbent assay, and multiplex bead technology, which serve as useful screening tests. We also review testing for autoantibodies to ENAs, which are often helpful to confirm the diagnosis of a specific connective tissue disease.
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Affiliation(s)
- Morris Ling
- Division of Rheumatology, Allergy and Immunology, Department of Medicine, Massachusetts General Hospital, 55 Fruit Street, Cox 201, Boston, MA 02114, USA; Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, 55 Fruit Street, Cox 201, Boston, MA 02114, USA; Department of Pathology, Massachusetts General Hospital, 55 Fruit Street, Cox 201, Boston, MA 02114, USA; Department of Medicine, Harvard Medical School, 55 Fruit Street, Cox 201, Boston, MA 02114, USA.
| | - Mandakolathur Murali
- Division of Rheumatology, Allergy and Immunology, Department of Medicine, Massachusetts General Hospital, 55 Fruit Street, Cox 201, Boston, MA 02114, USA; Department of Pathology, Massachusetts General Hospital, 55 Fruit Street, Cox 201, Boston, MA 02114, USA; Department of Medicine, Harvard Medical School, 55 Fruit Street, Cox 201, Boston, MA 02114, USA
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A comparison of a fluorescence enzyme immunoassay versus indirect immunofluorescence for initial screening of connective tissue diseases: Systematic literature review and meta-analysis of diagnostic test accuracy studies. Best Pract Res Clin Rheumatol 2019; 32:521-534. [PMID: 31174821 DOI: 10.1016/j.berh.2019.03.005] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The aim was to compare indirect immunofluorescence (IIF) and fluorescence enzyme immunoassay (FEIA) for initial screening of connective tissue diseases (CTDs) and to evaluate whether combining IIF with FEIA adds value. A comprehensive systematic literature review was conducted to identify fully paired, cross-sectional or case-control studies on ANA screening of CTD reporting results for IIF and FEIA. Study quality was assessed using the QUADAS-2 checklist. The reference standard was assessed against established classification criteria. The meta-analysis used hierarchical, bivariate and mixed-effects models to allow test results to vary within and across studies. Eighteen studies of good to fair quality were included in the review. IIF had a higher sensitivity than FEIA [cut-off 1:160, 7 studies, 3251 patients, 0.83 (95% CI 0.75-0.89) versus 0.73 (95% CI 0.64-0.80); cut-off 1:80, 7 studies, 12,311 patients, 0.89 (95% CI 0.84-0.93) versus 0.78 (95% CI 0.71-0.84)] but lower specificity [1:160, 0.81 (95% CI 0.73-0.87) versus 0.94 (95% CI 0.91-0.95); 1:80, 0.72 (95% CI 0.62-0.81) versus 0.94 (95% CI 0.90-0.96)]. A double-positive test had a higher likelihood ratio (LR) for CTD (26.2 (95% CI 23.0-29.9)) than a single positive test (14.4 (95% CI 13.1-15.9) FEIA+, 5.1 (95% CI 4.8-5.4) IIF+). A double-negative test result had more clinical value for ruling out CTD than a single negative test (LR 0.15 (95% CI 0.12-0.18) versus 0.21 (95% CI 0.18-0.25) IIF; 0.33 (95% CI 0.29-0.37) FEIA-). A FEIA+/IIF- discordant result had a higher LR than an IIF+/FEIA- discordant result (LR 2.4 (95% CI 1.7-3.4) versus 1.4 (95% CI 1.2-1.7)). Because of the comparatively higher specificity of FEIA and higher sensitivity of IIF, the combination of FEIA and IIF increases the diagnostic value. Clinicians should be acquainted with the clinical presentation of CTD and aware of the advantages and disadvantages of FEIA and IIF to avoid misinterpretation.
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