Analytical performance

分析性能
  • 文章类型: Journal Article
    使用的大多数糖化血红蛋白A1c(HbA1c)分析试剂来自分析仪的制造商。然而,临床实验室需要更多的HbA1c分析试剂选择,以克服专用试剂用于特殊分析仪的局限性。我们开发了新的流动相缓冲液作为HbA1c诊断试剂,并评估了其对HbA1c测定的分析性能。
    使用不同浓度的钠盐制备用作HbA1c诊断试剂的不同流动相缓冲液。根据临床和实验室标准协会(CLSI)推荐指南,在ARKRAYHA-8160分析仪上评估了新开发的流动相缓冲液的分析性能。在这些实验中使用质量对照和临床血液样品。为了评估新开发的流动相缓冲液的质量,精度,准确度,线性度结转,干扰,偏见,与商业试剂的相关性,并对稳定性进行了分析。
    质量控制和临床的测定内精密度和测定间精密度的CV。使用新开发的流动相缓冲液进行少于1.00%的血液样品测定。准确度的RD小于1.00%。线性:在4.40%-17.30%的浓度范围内,R2=0.9998。结转:0.00%。试剂比较显示,Pearson回归方程为Y=0.984x+0.05692(R2=0.9977),两种分析试剂之间的Bland-Altman平均差为-0.02650%(CI:-0.211%-0.1591%)。在12个月内稳定性也是可接受的。该流动相缓冲器具有良好的抗干扰能力。
    新开发的流动相缓冲液显示出良好的分析性能,适用于ARKRAYHA-8160分析仪上的临床HbA1c测定。
    UNASSIGNED: Most glycated hemoglobin A1c (HbA1c) analytical reagents used were obtained from the analyzer\'s manufacturer. However, clinical laboratories need more choices for HbA1c analytical reagents to overcome the limitations of dedicated reagents for special analyzers. We developed new mobile phase buffers as HbA1c diagnostic reagents and evaluated their analytical performance for the HbA1c assay.
    UNASSIGNED: Different mobile phase buffers used as HbA1c diagnostic reagents were prepared using different concentrations of sodium salts. According to the Clinical and Laboratory Standards Institute (CLSI) recommendation guidelines, the analytical performances of the newly developed mobile phase buffers were evaluated on an ARKRAY HA-8160 Analyzer. Both quality controls and clinical blood samples were used in these experiments. To assess the quality of the newly developed mobile phase buffers, precision, accuracy, linearity, carryover, interference, bias, correlation with commercial reagents, and stability were analyzed.
    UNASSIGNED: The CVs of intra-assay precision and interassay precision of quality control and clinical.There were fewer than 1.00 % blood sample assays using the newly developed mobile phase buffer. The RDs of accuracy were less than 1.00 %. Linearity: R2 = 0.9998 in the concentration range of 4.40%-17.30 %. Carryover: 0.00 %. Reagent comparison revealed that the Pearson regression equation was Y = 0.9884x+0.05692 (R2 = 0.9977), and the Bland-Altman mean difference was -0.02650 % (CI: -0.2121 %-0.1591 %) between the two analytical reagents. Stability was also acceptable within 12 months. This mobile phase buffer showed good anti-interference ability.
    UNASSIGNED: The newly developed mobile phase buffers demonstrated good analytical performance and were suitable for clinical HbA1c assays on an ARKRAY HA-8160 Analyzer.
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  • 文章类型: Journal Article
    2020年4月,启动了原住民和托雷斯海峡岛民COVID-19护理点(POC)检测计划,以改善原住民社区中基于分子的SARS-CoV-2快速检测的机会。在容量上,该计划覆盖了澳大利亚的105个医疗服务。一项外部审查估计,该计划有助于在偏远社区首次感染后的40天内避免23,000至122,000例COVID-19感染,相当于节省3.37亿至18亿澳元的成本。对于本计划的质量管理至关重要,与澳大利亚皇家病理学家学院质量保证计划(RCPAQAP)一起开发了定制的外部质量评估(EQA)计划。从2020年7月到2022年5月,SARS-CoV-2EQA参与率为93%至100%。有效EQA结果的总体一致性很高(98%),在第一次调查后,性能有所提高。这些结果与12个澳大利亚和4个新西兰实验室在2020年3月进行的3项SARS-CoV-2RNAEQA调查的结果一致,表明初级保健环境中的SARS-CoV-2RNAPOC测试可以按照等效的实验室分析标准进行。更广泛地说,本研究强调了质量管理实践在现实测试环境中的价值,以及持续参与EQA计划的益处.
    In April 2020, the Aboriginal and Torres Strait Islander COVID-19 Point-of-Care (POC) Testing Program was initiated to improve access to rapid molecular-based SARS-CoV-2 detection in First Nations communities. At capacity, the program reached 105 health services across Australia. An external review estimated the program contributed to averting between 23,000 and 122,000 COVID-19 infections within 40 days of the first infection in a remote community, equating to cost savings of between AU$337 million and AU$1.8 billion. Essential to the quality management of this program, a customised External Quality Assessment (EQA) program was developed with the Royal College of Pathologists of Australasia Quality Assurance Programs (RCPAQAP). From July 2020 to May 2022, SARS-CoV-2 EQA participation ranged from 93 to 100%. Overall concordance of valid EQA results was high (98%), with improved performance following the first survey. These results are consistent with those reported by 12 Australian and 4 New Zealand laboratories for three SARS-CoV-2 RNA EQA surveys in March 2020, demonstrating that SARS-CoV-2 RNA POC testing in primary care settings can be performed to an equivalent laboratory analytical standard. More broadly, this study highlights the value of quality management practices in real-world testing environments and the benefits of ongoing EQA program participation.
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  • 文章类型: Journal Article
    目的:糖化白蛋白(GA)在糖尿病患者的治疗中具有潜在价值;然而,为了在临床研究之间得出有意义的结论,重要的是GA值具有可比性。本研究调查了Norudia糖化白蛋白和Lucica糖化白蛋白-L方法的标准化。
    方法:通过使用制造商生产的对照进行CLSI-EP15-A3方案,验证了制造商报告的不精确性。测量日本临床化学参考材料(JCCRM)611-120次,以评估两种方法的准确性。还在1,167名患者样品中测量了GA,并以mmol/mol和%为单位比较了两种方法之间的结果。
    结果:对于对照材料,Lucica的最大CV≤0.6%,Norudia的最大CV≤1.8%。JCCRM611-1的mmol/mol和%的结果在两种方法的指定值的不确定度范围内。在患者样品中,两种方法之间的mmol/mol的相对差异范围为在183mmol/mol的GA值下的-10.4%至在538mmol/mol的GA值下的+8.7%。然而,以百分比单位表示的相对差异范围从GA值为9.9%时的0%到GA值为30%时的+1.7%。
    结论:两种方法对患者样品的结果(以mmol/mol为单位)与以%为单位的结果相比有显著差异。尚不清楚为什么患者样品与JCCRM611-1材料相比表现不同。通过比较GA与HbA1c的标准化过程,可以获得宝贵的经验教训。
    OBJECTIVE: Glycated albumin (GA) has potential value in the management of people with diabetes; however, to draw meaningful conclusions between clinical studies it is important that the GA values are comparable. This study investigates the standardization of the Norudia Glycated Albumin and Lucica Glycated Albumin-L methods.
    METHODS: The manufacturer reported imprecision was verified by performing CLSI-EP15-A3 protocol using manufacturer produced controls. The Japanese Clinical Chemistry Reference Material (JCCRM)611-1 was measured 20 times to evaluate the accuracy of both methods. GA was also measured in 1,167 patient samples and results were compared between the methods in mmol/mol and %.
    RESULTS: Maximum CV for Lucica was ≤0.6 % and for Norudia ≤1.8 % for control material. Results in mmol/mol and % of the JCCRM611-1 were within the uncertainty of the assigned values for both methods. In patient samples the relative difference in mmol/mol between the two methods ranged from -10.4 % at a GA value of 183 mmol/mol to +8.7 % at a GA value of 538 mmol/mol. However, the relative difference expressed in percentage units ranged from of 0 % at a GA value of 9.9 % to +1.7 % at a GA value of 30 %.
    CONCLUSIONS: The results in mmol/mol between the two methods for the patient samples were significantly different compared to the results in %. It is not clear why patient samples behave differently compared to JCCRM611-1 material. Valuable lessons can be learnt from comparing the standardization process of GA with that of HbA1c.
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  • 文章类型: Journal Article
    基于结果的分析性能规范(APS)是指测试的分析性能如何“好”需要对患者做的比伤害更多的事情。被测量的分析性能会影响其临床性能。没有首先设定临床性能要求,很难定义测试在分析上需要多好才能满足医疗需求。由于测试通过对患者管理的临床决策与健康结果间接相关,通常使用基于模拟的研究来评估分析性能对临床结局概率的影响,然后根据米兰共识将其转换为1bAPS模型。本文讨论了相关的关键定义,应有助于找到推导1b型APS的最合适方法的概念和考虑因素。我们回顾了已发布方法的优点和局限性,并讨论了1b型APS可转移到不同设置的标准。我们认为,临床上可接受的误分类率的定义是1b型APS的核心。我们提供了一些更系统的方法的例子和指导,以首先定义测试的临床性能要求,我们还强调了一些想法,以解决与为实验室测试提供基于结果的APS相关的未来挑战。
    Analytical performance specifications (APS) based on outcomes refer to how \'good\' the analytical performance of a test needs to be to do more good than harm to the patient. Analytical performance of a measurand affects its clinical performance. Without first setting clinical performance requirements, it is difficult to define how good analytically the test needs to be to meet medical needs. As testing is indirectly linked to health outcomes through clinical decisions on patient management, often simulation-based studies are used to assess the impact of analytical performance on the probability of clinical outcomes which is then translated to Model 1b APS according to the Milan consensus. This paper discusses the related key definitions, concepts and considerations that should assist in finding the most appropriate methods for deriving Model 1b APS. We review the advantages and limitations of published methods and discuss the criteria for transferability of Model 1b APS to different settings. We consider that the definition of the clinically acceptable misclassification rate is central to Model 1b APS. We provide some examples and guidance on a more systematic approach for first defining the clinical performance requirements for tests and we also highlight a few ideas to tackle the future challenges associated with providing outcome-based APS for laboratory testing.
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  • 文章类型: Journal Article
    目的:为了全面调查MPXV检测中常规使用的检测方法的诊断性能,中国国家临床实验室中心开展了一项全国性的外部质量评估(EQA)方案,并评估了EQA中≥5个实验室使用的9种检测方法.
    方法:将具有2700、900和300拷贝/mL的MPXV病毒样颗粒分配给195个EQA实验室。对于扩展分析,使用≥5个实验室采用的分析方法,将9000~4.12拷贝/mL的三倍稀释样品重复20次.通过分析EQA数据并计算检测限(LOD)来评估诊断性能。
    结果:在87.69%(171/195)的参与者和87.94%(175/199)的数据集中,表现良好。2700和900拷贝/mL样品的阳性百分比协议(PPAs)大于99%,和95.60%(761/796)的样品在300拷贝/mL。两个进化枝的计算的LOD范围为228.44至924.31拷贝/mL,并且大于由相应试剂盒规定的LOD。EasyDiagnosis的计算LOD最低,且在EQA方面表现优异,而生物细菌和桑瑟,计算的LOD较高,在EQA中表现不佳。
    结论:本研究从EQA数据和MPXV检测试验的诊断性能评估中提供了有价值的信息。它还提供了有关试剂优化的见解,并为爆发提供了及时的公共卫生干预措施。
    OBJECTIVE: To comprehensively investigate the diagnostic performance of routinely used assays in MPXV testing, the National Center of Clinical Laboratories in China conducted a nationwide external quality assessment (EQA) scheme and an evaluated nine assays used by ≥ 5 laboratories in the EQA.
    METHODS: MPXV virus-like particles with 2700, 900 and 300 copies/mL were distributed to 195 EQA laboratories. For extended analysis, triple-diluted samples from 9000 to 4.12 copies/mL were repeated 20 times using the assays employed by ≥ 5 laboratories. The diagnostic performance was assessed by analyzing EQA data and calculating the limits of detection (LODs).
    RESULTS: The performance was competent in 87.69% (171/195) of the participants and 87.94% (175/199) of the datasets. The positive percentage agreements (PPAs) were greater than 99% for samples at 2700 and 900 copies/mL, and 95.60% (761/796) for samples at 300 copies/mL. The calculated LODs for the two clades ranged from 228.44 to 924.31 copies/mL and were greater than the LODs specified by the respective kits. EasyDiagnosis had the lowest calculated LODs and showed superior performance in EQA, whereas BioGerm and Sansure, with higher calculated LODs, did not perform well in EQA.
    CONCLUSIONS: This study provides valuable information from the EQA data and evaluation of the diagnostic performance of MPXV detection assays. It also provided insights into reagent optimization and enabled prompt public health interventions for the outbreak.
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  • 文章类型: Journal Article
    血红蛋白A1c(HbA1c)在糖尿病管理中起着至关重要的作用。我们旨在评估用于HbA1c测量的新型酶法试剂盒的分析性能。酶法的性能,包括精度,准确度,和线性,进行了评估。此外,常规干扰物的干扰效应,Hb衍生物,Hb变体,和常见药物进行了评估。此外,酶方法之间HbA1c结果的一致性进行了比较,阳离子交换高效液相色谱(HPLC),和免疫测定。内部测定,在测定之间,HbA1c总精密度均低于2%。HbA1c在3.96-20.23%范围内呈良好的线性关系。酶测定产生的结果与外部质量控制样品一致,与目标值的偏差小于±6%。酶法无胆红素干扰,intralipal,维生素C,Hb衍生物,常见的Hb变体,以及解热镇痛药和降血糖药物。与从HPLC方法和免疫测定获得的结果相比,酶促测定的HbA1c结果显示出良好的一致性和准确性。在BS-600M化学分析仪上进行的酶法试剂盒是测量HbA1c的可靠且稳健的方法。它适用于临床化学实验室的常规实践。
    Hemoglobin A1c (HbA1c) plays a crucial role in diabetes management. We aimed to evaluate the analytical performance of a new enzymatic method kit for HbA1c measurement. The performance of the enzymatic method, including precision, accuracy, and linearity, was evaluated. Moreover, the interference effect from conventional interferents, Hb derivatives, Hb variants, and common drugs were assessed. In addition, the agreement of HbA1c results was compared between enzymatic methods, cation-exchange high-performance liquid chromatography (HPLC), and immunoassays. The intra-assay, between-assay, and total precision of HbA1c were all lower than 2%. HbA1c showed good linearity within the range of 3.96-20.23%. The enzymatic assay yielded results consistent with the external quality control samples, with a bias of less than ± 6% from the target values. The enzymatic method showed no interference from bilirubin, intralipid, vitamin C, Hb derivatives, common Hb variants, as well as antipyretic analgesics and hypoglycemic drugs. The HbA1c results of the enzymatic assay showed good agreement and accuracy compared to those obtained from the HPLC method and the immunoassay. The enzymatic method kit performed on the BS-600M chemistry analyzer is a reliable and robust method for measuring HbA1c. It is suitable for routine practice in clinical chemistry laboratories.
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  • 文章类型: Journal Article
    UNASSIGNED: Early and accurate diagnosis is crucial for preventing the spread of SARS-CoV-2 infection. The rapid antigen test was developed for testing infection, and it was necessary to assess its performance before widespread use in Tunisia.
    UNASSIGNED: To evaluate the effectiveness of a rapid antigen test for the detection of SARS-CoV-2 in nasopharyngeal swabs in Tunisia.
    UNASSIGNED: Nasopharyngeal samples were taken from COVID-19 suspected cases between October and December 2020 and tested using the Standard Q COVID-19 Ag test (SD-Biosensor, Republic of Korea) and real-time reverse transcription polymerase chain reaction (RT‑PCR).
    UNASSIGNED: Overall, 4539 patients were tested. Of the total study population (N = 4539), 82.5% of positive samples remained positive with the rapid antigen test, while 20.2% (470/2321) of samples that were negative with rapid antigen test were confirmed positive with RT-PCR, giving a negative predictive value of 79.8% for the rapid antigen test. The sensitivity and negative predictive value of the rapid antigen test were 70.2% and 65.8%, respectively. These results improved to 96.4% and 92.8%, respectively, when considering the cycle threshold value by RT-PCR below 25.
    UNASSIGNED: Although the rapid antigen test was less sensitive than RT-PCR, its ability to rapidly detect individuals with high viral loads makes it suitable for use during an epidemic.
    موثوقية اختبار المستضدات السريع لتشخيص فيروس كورونا-سارس-2.
    امال شطورو. سبا القرقوري. عبد النور النصري. عواطف تقتق. فهمي السماوي. الفة شقرون. نور الدين الرقيق. عدنان الحمامي. لمياء الفقي بالراجح. هالة الكراي.
    UNASSIGNED: التشخيص المبكر والدقيق أمر بالغ الأهمية لمنع انتشار عدوى فيروس كورونا-سارس-2. صمم \"اختبار المستضدات السريع\" لاختبار العدوى، وكان من الضروري تقييم أدائه قبل استخدامه على نطاق واسع في تونس.
    UNASSIGNED: هدفت هذه الدراسة الى تقييم فعالية \"الاختبار السريع للمستضدات\" للكشف عن فيروس كورونا-سارس-2 في المسحات الأنفية البلعومية في تونس.
    UNASSIGNED: أُخذت عينات أنفية بلعومية من الحالات المشتبه في إصابتها بكوفيد-19 في الفترة بين أكتوبر / تشرين الأول وديسمبر / كانون الأول 2020، واختُبرت باستخدام اختبار Q القياسي للكشف عن المستضدات الحيوية لكوفيد-19 (SD-BIOSENSOR، جمهورية كوريا) و\"التناسخ العكسي لتفاعل البوليميراز المتسلسل\" في الوقت الحقيقي (RT-PCR).
    UNASSIGNED: بوجه عام، خضع 4539 مريضًا للاختبار. وتبيََّّن أن 82.51٪ من إجمالي العينات الإيجابية التي اختُبرت باستخدام \"اختبار المستضدات السريع\" أو \"التناسخ العكسي لتفاعل البوليميراز المتسلسل\" إيجابيًّا مع \"اختبار المستضدات السريع\". وبلغت الحساسية والقيمة التنبؤية السلبية \"لاختبار المستضدات السريع\" 70.2٪ و65.8٪ على التوالي. وتحسنت هذه النتائج إلى 96.4٪ و92.8٪ ، على التوالي، عند النظر في قيمة عتبة الدورة باستخدام \"التناسخ العكسي لتفاعل البوليميراز المتسلسل\" دون 25.
    UNASSIGNED: على الرغم من أن \"اختبار المستضدات السريع\" كان أقل حساسية من \"التناسخ العكسي لتفاعل البوليميراز المتسلسل\"، فإن قدرته على الكشف السريع عن الأفراد الذين يحملون كميات فيروسية عالية تجعله مناسبًا للاستخدام في أثناء الوباء.
    Fiabilité du test de détection antigénique rapide pour le diagnostic du SARS-CoV-2 en Tunisie.
    UNASSIGNED: Un diagnostic précoce et exact est essentiel pour prévenir la propagation de l\'infection à SARS-CoV-2. Le test de détection antigénique rapide a été mis au point pour dépister l\'infection, et il était nécessaire d\'évaluer ses performances avant de l\'utiliser à grande échelle en Tunisie.
    UNASSIGNED: Évaluer l\'efficacité d\'un test antigénique rapide pour la détection du SARS-CoV-2 dans les prélèvements nasopharyngés en Tunisie.
    UNASSIGNED: Des échantillons nasopharyngés ont été prélevés chez des cas suspectés de COVID-19 entre octobre et décembre 2020, et testés à l\'aide du test standard Q de détection antigénique de la COVID-19 (SD-Biosensor, République de Corée) et de la réaction en chaîne par polymérase en temps réel après transcription inverse (RT-PCR).
    UNASSIGNED: Au total, 4539 patients ont été dépistés. Sur l\'ensemble de la population étudiée (N = 4539), 82,5 % des échantillons positifs sont restés positifs avec le test antigénique rapide, tandis que 20,2 % (470/2321) des échantillons négatifs avec ce test rapide se sont révélés positifs lors de la RT-PCR, donnant ainsi une valeur prédictive négative de 79,8 %. La sensibilité et la valeur prédictive négative de ce test étaient de 70,2 % et 65,8 %, respectivement. Ces résultats sont passés à 96,4 % et 92,8 %, respectivement, lorsque la valeur seuil du cycle de la RT-PCR est inférieure à 25.
    UNASSIGNED: Bien que le test de détection antigénique rapide soit moins sensible que la RT-PCR, sa capacité à détecter rapidement les individus ayant une charge virale élevée permet de l\'utiliser pendant une épidémie.
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  • 文章类型: Journal Article
    目的:本研究对Mindray高敏心肌肌钙蛋白I(hs-cTnI)测定空白极限(LoB)进行了分析验证研究,检测限(LoD),精度,线性度分析特异性和性别特异性第99百分位数参考上限。
    方法:LoB,LoD,精度,根据临床和实验室标准研究所研究线性和分析特异性。我们使用了一个试剂批次和一个CL1200i分析仪。骨骼肌肌钙蛋白I和T,心肌肌钙蛋白T,肌钙蛋白C,肌动蛋白,原肌球蛋白,肌球蛋白轻链,研究了肌红蛋白和肌酸激酶(CK-MB)的交叉反应性。检测生物素的干扰。通过使用非参数方法测量来自健康男性和女性的肝素锂样品(一个冻融循环)以确定第99百分位数。在排除具有临床状况和/或增加的替代生物标志物的受试者之前和之后进行分析。
    结果:迈瑞hs-cTnI测定符合被认为是hs-cTn测定的标准。LoB和LoD分别<0.1ng/L和0.1ng/L,分别。重复性的变异系数为1.2-3.8%,和实验室内的不精确性1.7-5.0%。测量间隔范围为1.1至28,180ng/L。对于所研究的干扰物,分析特异性在临床上是可接受的。排除后,获得的第99百分位数URL总体为10ng/L,女性为5ng/L,男性为12ng/L。
    结论:对Mindrayhs-cTnI测定的分析观察结果证明了出色的LoB,LoD,精度,线性和分析特异性,这符合制造商对hs-cTnI的索赔和监管准则。该测定法适用于面向患者的研究的临床研究。
    OBJECTIVE: This study performed an analytical validation study of the Mindray high-sensitivity cardiac troponin I (hs-cTnI) assay addressing limit of blank (LoB), limit of detection (LoD), precision, linearity, analytical specificity and sex-specific 99th percentile upper reference limits.
    METHODS: LoB, LoD, precision, linearity and analytical specificity were studied according to Clinical and Laboratory Standards Institute. We used one reagent lot and one CL1200i analyzer. Skeletal troponin I and T, cardiac troponin T, troponin C, actin, tropomyosin, myosin light chain, myoglobin and creatine kinase (CK-MB) were studied for cross-reactivity. Interference with biotin was examined. Lithium heparin samples (one freeze thaw cycle) from healthy males and females were measured to determine the 99th percentiles by using the non-parametric method. Analyses were performed before and after excluding subjects with clinical conditions and/or increased surrogate biomarkers.
    RESULTS: The Mindray hs-cTnI assay met criteria to be considered as a hs-cTn assay. LoB and LoD was <0.1 ng/L and 0.1 ng/L, respectively. Repeatability had a coefficient of variation 1.2-3.8 %, and within-laboratory imprecision 1.7-5.0 %. The measuring interval ranged from 1.1 to 28,180 ng/L. The analytical specificity was clinically acceptable for the interferents studied. After exclusions, the 99th percentile URLs obtained were 10 ng/L overall, 5 ng/L for females and 12 ng/L for males.
    CONCLUSIONS: Analytical observations of the Mindray hs-cTnI assay demonstrated excellent LoB, LoD, precision, linearity and analytical specificity, that were in alignment with the manufacturer\'s claims and regulatory guidelines for hs-cTnI. The assay is suitable for clinical investigation for patient-oriented studies.
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  • 文章类型: Journal Article
    监测对于评估疾病预后和评估治疗策略的有效性是必不可少的。两者都依赖于患者数据的串行测量。它在保持分析系统的稳定性方面也起着至关重要的作用。这是通过质量控制样品的串行测量来实现的。通过数据采集可以实现准确的监测,遵循严格的分析前和分析方案,并应用合适的统计方法。在一个稳定的过程中,可以根据在该过程被认为是可靠的期间收集的历史数据来预测未来的观测结果。这可以使用统计预测间隔来评估。统计上,预测间隔根据历史数据给出“间隔”,未来测量结果可以以指定的概率(如95%)定位。预测区间由两个主要组成部分组成:(i)设定点和(ii)设定点周围的总变化,确定区间的上限和下限。两者都可以使用从该过程在其稳态期间获得的重复测量结果来计算。在本文中,(I)概述了预测区间的理论基础,(二)通过实例说明了其实际应用,旨在促进实验室医学常规实践中预测间隔的实施,作为监测患者数据和分析系统的强大工具。
    Monitoring is indispensable for assessing disease prognosis and evaluating the effectiveness of treatment strategies, both of which rely on serial measurements of patients\' data. It also plays a critical role in maintaining the stability of analytical systems, which is achieved through serial measurements of quality control samples. Accurate monitoring can be achieved through data collection, following a strict preanalytical and analytical protocol, and the application of a suitable statistical method. In a stable process, future observations can be predicted based on historical data collected during periods when the process was deemed reliable. This can be evaluated using the statistical prediction interval. Statistically, prediction interval gives an \"interval\" based on historical data where future measurement results can be located with a specified probability such as 95%. Prediction interval consists of two primary components: (i) the set point and (ii) the total variation around the set point which determines the upper and lower limits of the interval. Both can be calculated using the repeated measurement results obtained from the process during its steady-state. In this paper, (i) the theoretical bases of prediction intervals were outlined, and (ii) its practical application was explained through examples, aiming to facilitate the implementation of prediction intervals in laboratory medicine routine practice, as a robust tool for monitoring patients\' data and analytical systems.
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