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BACKGROUND: Cardiac troponin is the pivotal biomarker of myocardial injury, playing a central role in the diagnosis of acute coronary syndrome and various clinical situations. Nevertheless, challenges arise when patients exhibit elevated cardiac troponin levels in the absence of evident cardiac origin, as evidenced by extensive cardiac exploration, which suggests the presence of an interfering factor. Despite the high performance of high-sensitive cardiac troponin immunoassays, these tests remain susceptible to interferences that may lead to false-positives. METHODS: In the period between July 2021 and July 2024, 8129 patients were hospitalized in the cardiology departments of Bordeaux University Hospital with positive results for high-sensitivity cardiac troponin I. Among them, 15 patients were suspected of having false-positive results, based on clinical and biological observations. RESULTS: In this subpopulation, we evaluated prospectively various techniques, including serial dilutions, antibody-binding tubes, and alternative immunoassays (for cardiac troponin I and T) with the objective of identifying any potential analytical interference in their high-sensitive cardiac troponin I measurements. Our investigations revealed that 12 out of 15 suspected cases exhibited an interference on the high-sensitive cardiac troponin I assay. CONCLUSION: In conclusion, we propose an original algorithm designed to identify high-sensitive cardiac troponin I false-positives. This algorithm can help clinicians to make prompt and informed decisions about patient care, and to avoid erroneous clinical interventions that may result from such interferences.
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OBJECTIVES: Immunoturbidimetric assays are sensitive techniques in clinical biology that may be subjected to matrix effects, hook effects or aspecific reactions. Among these, large quantities of immunoglobulins can distort the intensity of the detected signal. This study illustrates the deleterious effect of analytical interference on clinical patient management, and assesses the practical relevance of a recently proposed algorithm for interference investigation. METHODS: Determination of C-Reactive Protein (CRP) concentration by liquid immunoprecipitation on latex particles coated with mouse anti-CRP monoclonal antibodies, rabbit anti-CRP polyclonal antibodies, by solid phase immunochemistry or by enzymatic assay. RESULTS: During the follow-up of a 75-year-old patient suffering from multiple chronic diseases in the Internal Medicine Department of Toulouse University Hospital, a severe infection was suspected facing a CRP plasma value over 700 mg/L while he was in remission of an indolent marginal zone lymphoma. Because of the absence of clinical signs of infection, an interference in the liquid immunoprecipitation CRP assay was suspected. The hypothesis of an interference due to anti-mouse autoantibodies was ruled out because of normal results for other immunoassays using different types of antibodies. Moreover, no interference was observed using solid phase immunochemistry assay. Protein electrophoresis and immunofixation documented a relapse of lymphoma along with the presence of abnormal monoclonal immunoglobulins interfering with CRP measurement. CONCLUSION: The interpretation of common clinical biochemistry parameters such as CRP can be difficult owing to analytical interferences. Reviewing all the pharmaco-clinico-biological data and collaboration with clinicians is of critical importance for optimal patient management.
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Proteína C-Reativa , Idoso , Humanos , Proteína C-Reativa/metabolismo , Proteína C-Reativa/análise , Masculino , Imunoprecipitação/métodos , Animais , CamundongosRESUMO
Antibodies against glutamic acid decarboxylase (anti-GAD) are a valuable diagnostic tool to detect severe autoimmune conditions as type 1 diabetes mellitus (T1DM) and anti-GAD related neurological disorders, having the latter more often anti-GAD concentrations in serum multiple times higher than in the former. Automated immunoassays, either with ELISA or chemiluminescent technology, are validated for diagnostic use in serum with analytical ranges suitable for T1DM diagnosis. In a patient presenting with a suspected autoimmune ataxia, anti-GAD testing on an automated chemiluminescent immunoassay (CLIA) resulted in slightly abnormal concentrations in serum (39.2 KIU/L) and very high concentrations in CSF (>280 KIU/L), thus prompting to proceed to serum dilutions to exclude a false negative result and a misdiagnosis. Different dilutions of serum resulted in nonlinear concentrations with endpoint result of 276,500 KIU/L at dilution 1:1000. CSF dilution was instead linear with endpoint result of 4050 KIU/L. In this case report we found that anti-GAD testing in CSF was essential to establish the clinical diagnosis and to suspect hook-effect in serum due to the excess of autoantibodies in this severe autoimmune condition.
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Autoanticorpos , Glutamato Descarboxilase , Humanos , Glutamato Descarboxilase/imunologia , Imunoensaio/métodos , Autoanticorpos/sangue , Masculino , Feminino , Doenças do Sistema Nervoso/diagnóstico , Doenças do Sistema Nervoso/sangue , Medições LuminescentesRESUMO
Resumen La interferencia por paraproteínas en los análisis clínicos ha sido extensamente informada a nivel mundial. Si bien se han propuesto estrategias metodológicas para evitar el informe de datos erróneos asociados a interferencias (p. ej. confirmación manual, sistema de alerta), en pocos casos se ha propuesto su detección como herramienta diagnóstica de patologías no sospechadas desde la clínica. A partir del trabajo conjunto de dos hospitales de la provincia de Buenos Aires se describió: i) la presencia de interferencia positiva de paraproteínas en la determinación de bilirrubina total con reactivos y autoanalizadores Wiener, y ii) su contribución, en un período inferior a los seis meses, a la detección de cuatro gammapatías no sospechadas (tres monoclonales). Se recomienda dar difusión de esta inferencia a nivel nacional y se propone un esquema de trabajo en laboratorio para identificar la interferencia así como un perfil mínimo de determinaciones para evaluar la existencia de gammapatías desconocidas.
Abstract Paraprotein interference in clinical biochemistry has been widely reported around the world. Methodological strategies have been proposed to avoid reporting erroneous data due to interferences (i.e. manual check, alert system); however, few cases have suggested its use as a diagnostic tool for unsuspected pathologies. Based on the joint work of two hospitals from Buenos Aires Province, the following has been described: i) the presence of positive interference of paraproteins in the assessment of total bilirubin with Wiener chemistry and autoanalizers, and ii) its contribution, in less than six months, to the diagnosis of four gammophaties previously unsuspected (three monoclonal ones). Sharing the occurrence of this interference in our country is recommended. An interference identification workflow is also propose, as well as a set of biochemical assays to evaluate the occurrence of unsuspected gammophaties.
Resumo A interferência da paraproteína na bioquímica clínica tem sido amplamente relatada em todo o mundo. Embora estratégias metodológicas para evitar a comunicação de dados errôneos associados a interferências tenham sido propostas (p. ex., verificação manual, sistema de alerta), em poucos casos sugerem seu uso como ferramenta diagnóstica para patologias não suspeitas a partir da clínica. Com base no trabalho conjunto de dois hospitais da Província de Buenos Aires, foi descrita: i) a presença de interferência positiva de paraproteínas na determinação da bilirrubina total com reagentes e autoanalisadores Wiener e ii) sua contribuição, em um período inferior aos seis meses, para o diagnóstico de quatro gamopatias não suspeitas (três monoclonais). Recomenda-se difundir essa interferência em nível nacional e se propõe um esquema de trabalho em laboratório para identificar a interferência bem como um perfil mínimo de determinações para avaliar a ocorrência de gamopatias desconhecidas.
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Background: Vitamin D (vit-D) deficiency is highly prevalent in the Korean population, highlighting the need for accurate measurements. In this study, the interferences by endogenous and cross-reactive substances were compared between routine vit-D immunoassays and mass spectrometry (MS) methods. Methods: Two MS methods and 4 immunoassays from different manufacturers (Abbott, Beckman Coulter, Roche, Siemens) were compared. Residual samples that were icteric, lipemic, hemolyzed, high in rheumatoid factor, from myeloma patients, or patients undergoing hemodialysis were collected. Also, 4 levels of National Institute of Standards and Technology (NIST) Standard Reference Material 972a, and 12 samples serially spiked with 3-epi-25-OH-D3 were prepared. Results: Significant interferences were observed in hemolytic (Roche), icteric (Beckman and Siemens) and lipemic samples (all 4 immunoassays). Level 4 NIST material and 3-epi-25-OH-D3-spiked samples induced significant cross-reactivity, yielding higher total vit-D measurements in non-epimer-separating MS methods, and both the Beckman and Roche immunoassays. Conclusion: Most observed interferences were consistent with manufacturers' claims, but overall improvement of immunoassay bias limits is required. Awareness of potential interference is important to increase the accuracy of vit-D measurements. Moreover, care is due when interpreting vit-D results of newborns, infants and less commonly, pregnant women, who are known to have physiologically high levels of the highly cross-reactive 3-epi-25-OH-D3.
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BACKGROUND: A sample received in the laboratory from a patient receiving total parenteral nutrition (TPN) indicated that the patient may have renal dysfunction, but the results were not considered to be reliable enough to report. Investigations using a reference method for measurement of creatinine confirmed positive interference in the creatinine assay and distribution of samples via an External Quality Assessment (EQA) Scheme showed that this positive interference was method dependent. METHODS: Residual TPN fluid (Nutriflex Lipid Special) left in the bag after the patient had completed the infusion was collected and added to a patient serum pool in increasing amounts and distributed to different laboratories for analysis of creatinine and glucose through an EQA Scheme. RESULTS: Positive interference in a number of different creatinine assays was identified as a result of a component in the TPN fluid. Positive interference from high concentrations of glucose has been demonstrated to be a cause for falsely high results in Jaffe creatinine assays. CONCLUSIONS: The concern would be that a sample contaminated with TPN fluid would have both abnormal electrolytes and creatinine concentrations and give the impression that the patient was in renal failure due to analytical interference in the creatinine assay and laboratory staff need to be aware of this problem.
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Glucose , Nutrição Parenteral Total , Humanos , CreatininaRESUMO
We present a case of a 48-year-old woman with a fortuitous discovery of macrocytic anemia and thrombocytopenia. Serum folate and vitamin B12 levels were normal. However, due to the presence of indirect signs of cobalamin deficiency, such as elevated homocysteine and methylmalonic acid, and signs of dyserythropoiesis on the bone marrow aspirate, pernicious anemia was suspected. Vitamin B12 dosage was repeated finding fluctuating but always normal results. Anti-intrinsic factor antibodies were present at a very high level, explaining the fluctuations and the interference found on the assay using competitive binding chemiluminescence (CBLA). Serum vitamin B12 dosage by electrochemiluminescence, a method described as not interfering with intrinsic factor antibodies, showed a collapsed vitamin B12 level. Measurement of vitamin B12 with CBLA after adsorption of immunoglobulins in the sample using protein G SepharoseTM, confirmed the interference of the cobalamin assay with autoantibodies. This case illustrates the difficulties regarding the analysis and standardization of the vitamin B12 assay for the diagnosis of pernicious anemia.
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BACKGROUND: Circulating creatinine is a biomarker of paramount importance in clinical practice. In cases of acetaminophen (APAP) intoxication, the antidote, N-acetylcysteine (NAC), interferes with commonly used creatininase-peroxidase methods. This study aimed to assess whether creatininase-amperometric methods were affected in this context. METHODS: This study includes in vitro interference tests, involving four creatinine assays using NAC-spiked plasma pools and an in vivo retrospective study comparing creatininase-peroxidase and creatininase-amperometric measurements in patients presenting with NAC-treated APAP poisoning. RESULTS: Creatininase-peroxidase method was impacted by NAC interference in a clinically-significant manner at therapeutic NAC levels (basal value recovery of 80 % and 70 % for 500 and 1000 mg.L-1 of NAC, respectively), surpassing the desirable Reference Change Value (RCV%). Enzymo-amperometric methods were not impacted. Among patients, a mean bias of -45.2 ± 28.0 % was observed for the peroxidase detection method compared to the amperometric in those who received NAC prior plasma sampling and -2.7 ± 5.4 % in those who did not. CONCLUSIONS: Our findings indicate that enzymo-amperometric creatinine assays remain unaffected by NAC interference due to the absence of the peroxidase step in the analytical process. Therefore, these methods are suitable to prevent spurious hypocreatininemia in APAP intoxicated patients undergoing NAC therapy.
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Acetaminofen , Acetilcisteína , Humanos , Acetilcisteína/uso terapêutico , Creatinina , Estudos Retrospectivos , Peroxidase , PeroxidasesRESUMO
OBJECTIVES: Heterozygous hemoglobin variants are known to cause method- and variant-specific interference with hemoglobin A1c (HbA1c) quantitation. Less attention has been paid to the role of other hemoglobin variants in confounding HbA1c testing. Here we evaluated the frequency with which enzymatic (ENZ) and immunoassay (IA) HbA1c quantitation methods, i.e., those unable to routinely detect the presence of hemoglobin variants, were used within our healthcare system for HbA1c analysis in patients with elevated fetal hemoglobin as well as compound heterozygous and homozygous variants. DESIGN & METHODS: This analysis was enabled by automated review of HbA1c result history, implemented to promote detection of variants prior to HbA1c result reporting. RESULTS: During a 54-week period, 319,290 HbA1c analyses were performed. We observed 110 unique patient cases (0.03% problem identification rate) in which HbA1c testing was ordered in the presence of either a homozygous or compound heterozygous hemoglobin variant or elevated hemoglobin F beyond the tolerance of the method. Among the 110 cases identified, 55 (50%) showed a compound heterozygous or homozygous hemoglobin variant while 55 (50%) showed elevated hemoglobin F. Of those cases involving a compound heterozygous or homozygous variant, 8/55 (15%) involved patients who had one or more ENZ or IA HbA1c results reported previously within our system. Of the 55 total compound heterozygous or homozygous variants identified, 37 (67%) were hemoglobin E, 10 (18%) hemoglobin S/C, 4 (7%) hemoglobin S, 2 (4%) hemoglobin C, 1 (2%) hemoglobin Camden, and 1 (2%) unidentified variant. CONCLUSIONS: Exclusive use of methods unable to routinely detect the presence of hemoglobin variants may lead to reporting of HbA1c results that are not clinically meaningful.
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Hemoglobina Fetal , Hemoglobinopatias , Humanos , Hemoglobinas Glicadas , Hemoglobina Falciforme/análise , Prevalência , Cromatografia Líquida de Alta Pressão/métodosRESUMO
Hemolysis is one of the most common preanalytical concerns in the clinical laboratory. Hydroxocobalamin administration causes red pigmentation of plasma that may mimic hemolysis and may interfere with chemistry assays. A male patient in his sixties was placed on extracorporeal membrane oxygenation (ECMO) as a bridge to transplantation. Daily plasma free hemoglobin measurements were ordered to monitor for adverse ECMO events. An intensely red plasma specimen was inconsistent with modestly elevated hemoglobin levels and became pink on dilution. Follow-up with providers indicated that the red plasma could be attributed to hydroxocobalamin administration. Performance of scanning spectrophotometry and assessment of a sample spiked with hydroxocobalamin indicated that the red colored hydroxocobalamin did not interfere with our 3,3',5,5'-tetramethylbenzidine based methodology for free plasma hemoglobin measurement. It is important for the laboratory professionals to be aware of the possibility of interference in hemoglobin assays due to hydroxocobalamin.
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Oxigenação por Membrana Extracorpórea , Hidroxocobalamina , Masculino , Humanos , Hidroxocobalamina/uso terapêutico , Hemólise , Oxigenação por Membrana Extracorpórea/efeitos adversos , Hemoglobinas/análise , EspectrofotometriaRESUMO
INTRODUCTION: Interferences on red blood cells (RBCs) measurement and the associated parameters in haematology analyzers are very common. Many sources of interferences are described but their management remains uncertain depending on the measurement system; we aimed at developing an optimized scheme allowing the accurate management of most interferences affecting RBCs, based on the alternative "optical" parameters from SYSMEX XN-10. METHODS: Samples from 12 groups of relevant interferences were analysed and compared with a control group allowing (1) the determination of deviation thresholds beyond which an interference is likely, and (2) the development of two flowcharts for their subsequent management. These flowcharts were then evaluated among a bank of retrospective typical cases of interferences and in the routine flow of the laboratory. RESULTS: After verifying the excellent agreement between standard and alternative parameters, the comparative study between analytical channels allowed to determine an acceptable deviation and then discriminate technical concerns caused by cold agglutinins, leukocytosis and plasma-related interferences. This led to the development of flowcharts ensuring the accurate management of these interferences, whether MCHC is <320 or >365 g/L. These proposed flowcharts allowed the correction of 63/65 historical confirmed interferences cases (97%). Furthermore, they corrected 18 results among 901 unselected prospective samples. CONCLUSION: The resulting flowcharts allow a relevant correction for most common interferences affecting RBCs and are now definitively included in the routine analytical management and will be directly incorporated in the middleware of the laboratory.
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Eritrócitos , Plasma , Humanos , Estudos Retrospectivos , Estudos Prospectivos , Contagem de EritrócitosRESUMO
Cardiac troponin I and T are particularly sensitive and specific markers for cardiomyocyte damage. Myocardial injury can occur due to a discrepancy between oxygen supply and demand (eg coronary artery occlusion and arrhythmias), other cardiac causes (eg pericarditis, myocarditis, cardiac surgery, cardioversion etc) or systemic conditions (eg sepsis, stroke and chronic renal disease). The latest European Society of Cardiology guidelines help to guide clinicians through these different causes. Occasionally troponin concentrations may not fit the clinical presentation and, therefore, other aetiologies should be considered. An under-appreciated basis of a high troponin concentration is a false positive result, which can be attributable to analytical interference from components in the patient's blood. Uncovering this interference can be pivotal to avoid unnecessary and potentially harmful investigations or treatment for patients. We present two cases of false positive troponin results caused by analytical interference. The normal reference range for the assay (Access; Beckman Coulter, High Wycombe, UK) used at our organisation is 0-18 ng/L.
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Sepse , Troponina I , Biomarcadores , HumanosRESUMO
Liquid chromatography tandem mass spectrometry (LC-MS/MS) is often regarded as a highly reliable methodology for confirmatory testing in analytical toxicology, especially for detection of new psychoactive substances (NPS) by clinical and forensic laboratories. However, false positives still do occur and erroneous reporting can have substantial legal implications. In this study, we investigated into the mechanism behind a clinically implausible, but apparently analytically sound, finding of a NPS (4-hydroxy-N-methyl-N-ethyltryptamine; 4-HO-MET) in a urine specimen for toxicology screening by LC-MS/MS. We discovered that a ropinirole metabolite (N-despropyl-ropinirole) was the culprit of interference as it shares high structural similarities with 4-HO-MET. The chemical similarities eluded various rigorous regulatory guidelines for compound identification utilizing computer-aided spectral library matching. After careful scrutiny of the mass spectra and comparison with a reference specimen, the compound was correctly identified. Our findings emphasize the important synergy between scientists and pathologists in considering the clinical context, especially drug history, in clinical and forensic toxicology analysis on biological specimens. Mass spectra should be reviewed for relative ion ratios in case of doubt. Understanding drug metabolism is essential for troubleshooting and result interpretation.
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Preparações Farmacêuticas , Espectrometria de Massas em Tandem , Fármacos do Sistema Nervoso Central , Cromatografia Líquida , Indóis , Detecção do Abuso de Substâncias , TriptaminasRESUMO
BACKGROUND: Acute kidney injury (AKI) is an infrequent complication of inflammatory bowel disease and can be exceptionally linked to interstitial nephritis secondary to anti-inflammatory drugs, such as Pentasa® (5-ASA). CASE PRESENTATION: We present an case of an 80-year-old man who presented chronic diarrheas treated by Pentasa®. He developed AKI, evidenced by high plasma creatinine dosed in his local laboratory. At the hospital admission, plasma creatinine was exceptionally undetectable by the enzymatic method while Jaffe's method successfully determined it. Creatinine measurement by the enzymatic method was gradually restored during hospital stay, concomitant with the discontinuation of 5-ASA administration, suggesting that this drug could interfere with creatinine enzymatic assay. Creatinine enzymatic assays combine serial reactions. The last one called Trinder reaction, catalyzed by a peroxidase, uses H2O2 to convert uncolored dye in a colored compound, proportionally to creatinine concentration. We showed that AKI related-plasma accumulation of 5-ASA, could participate in the negative interference observed on creatinine measurement, by scavenging H2O2. Interestingly, all Trinder reaction-based measurements (uric acid, lipase, lactate, triglycerides and cholesterol) were affected. Negative interference of 5-ASA was confirmed by interferogram experiments on all Trinder reaction-dependent assays. CONCLUSION: All Trinder-dependent parameters should be interpreted with the patient's treatment knowledge, in particular salicylate derivatives.
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Injúria Renal Aguda , Creatinina/sangue , Injúria Renal Aguda/diagnóstico , Idoso de 80 Anos ou mais , Humanos , Peróxido de Hidrogênio , Doenças Inflamatórias Intestinais/complicações , Limite de Detecção , Masculino , PeroxidaseRESUMO
Anti-Müllerian Hormone (AMH) is a 140 kDa homodimeric glycoprotein consisting of two identical subunits linked by disulphide bonds and is synthesised by the testes and ovaries. Its clinical applications are prediction of ovarian response and gonadotropin dose selection upon in vitro fertilization. In males, AMH is used to investigate sexual developmental disorders and gonadal function. AMH is commonly assayed by enzyme-linked immunosorbent assay or automated immunoassay formats that show variation between methods. This review applies fundamental chemical pathology concepts to explain the observed analytical variation of AMH measurement. We examine the lack of standardisation between AMH assays, the impact of antibody design on variable measurements, consider the analytical detection of AMH isoforms, review analytical interference in AMH measurement, and briefly assess systematic bias between AMH assays. The improved attempt at standardising AMH measurement by the recent approval of a WHO Reference Reagent offers promise for harmonising immunoassay results and establishing consensus medical cut-off points for AMH in disease. Standardisation, however, will need to redress the issue of poor commutability of standard reference material and further assign a standard reference procedure to quantify AMH standard reference material. The improvement of the analytical phase of AMH testing will support harmonised method development and patient care.
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Hormônio Antimülleriano/análise , Técnicas de Diagnóstico Endócrino/normas , Laboratórios/normas , Análise Química do Sangue/normas , Feminino , Humanos , Masculino , Reprodutibilidade dos TestesRESUMO
INTRODUCTION: Accurate and precise platelet (PLT) count is critical for the appropriate management of patients with thrombocytopenia. This study evaluated the performance of PLT counting with the Abbott Alinity hq hematology analyzer, which utilizes multi-dimensional optical technology. METHODS: Imprecision, linearity, and accuracy were assessed per CLSI guidelines. Alinity hq PLT results were compared to the international flow cytometry reference method (IRM) in the concentration range of 6.3 to 103.0 × 109 /L. Additional comparisons were made with Sysmex XN-3000 PLT counts: impedance (PLT-I), optical (PLT-O), and optical fluorescent (PLT-F) methods. RESULTS: The average within-run %CV was 4.7% on patient samples with PLT concentrations ranging from 13.1 to 41.7 × 109 /L, and the within-laboratory %CV was 3.6% at the level of 68.2 × 109 /L. Linearity evaluation indicated a maximum deviation of 3.1% from the linear fit in the range of 0.1 to 316.8 × 109 /L. Comparison between Alinity hq and the IRM PLT counts yielded a correlation coefficient of 0.99 and predicted bias of 0.0 and -0.5 × 109 /L at 10.0 and 20.0 × 109 /L transfusion thresholds, respectively. Alinity hq PLT counts also correlated well with Sysmex PLT counts, with strongest correlation obtained with PLT-F and PLT-O (r = .99) methods. CONCLUSION: This study demonstrated excellent analytical performance of Alinity hq PLT counting in thrombocytopenic samples, equivalency with the IRM and strong agreement with Sysmex PLT-F and PLT-O methods. The Alinity hq multi-dimensional optical PLT count is available with every CBC without additional reagents and may help promote efficiency in clinical laboratories.
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Contagem de Plaquetas , Trombocitopenia/diagnóstico , Plaquetas/patologia , Citometria de Fluxo/normas , Humanos , Modelos Lineares , Contagem de Plaquetas/normas , Reprodutibilidade dos Testes , Trombocitopenia/patologiaRESUMO
OBJECTIVES: To assess the impact of hemolysis on laboratory results under local conditions and to verify the hemolysis index cut-off for potassium using real-world data. METHODS: The statistical bootstrapping method was performed on 54,125 samples collected at the University Hospital of Örebro (USÖ). The results were compared to a method based on stratification of samples according to hemolysis level, and on paired difference testing. RESULTS: Setting the acceptable allowable limit of error to 10%, the three assessed strategies yielded comparable results with respect to the impact of haemolytic interference on test results for potassium. The suggested cut-offs were 111 mg Hb/dL for the bootstrapping method, between 125-150 mg Hb/dL for the method based on stratification, and around 150 mg/dL for the paired difference testing strategy. The impact of hemolysis on potassium measurement is likely different between primary care patients and inpatients. CONCLUSIONS: Using the effect of hemolysis on potassium measurement as a model, a novel approach towards finding clinically acceptable limits for analytical interference is presented, that relies on the bootstrapping method and on actual patient data from routine laboratory operation, hence incorporating local population characteristics, equipment and instrumental settings.