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Interference by macroprolactin in assays for prolactin: will the In Vitro Diagnostics Regulation lead to a solution at last? 巨催乳素对催乳素检测的干扰:体外诊断法规最终会带来解决方案吗?
Pub Date : 2022-06-15 DOI: 10.1515/cclm-2022-0460
M. Fahie-Wilson, C. Cobbaert, A. Horvath, T. Smith
Abstract Cross reactivity with high molecular weight complexes of prolactin known as macroprolactin is a common cause of positive interference in assays for serum prolactin. All prolactin assays currently available are affected with 5–25% of results indicating hyperprolactinaemia falsely elevated due to macroprolactinaemia – hyperprolactinaemia due to macroprolactin with normal concentrations of bioactive monomeric prolactin. Macroprolactinaemia has no pathological significance but, if it is not recognised as the cause, the apparent hyperprolactinaemia can lead to clinical confusion, unnecessary further investigations, inappropriate treatment and waste of healthcare resources. Macroprolactinaemia cannot be distinguished from true hyperprolactinaemia on clinical grounds alone but can be detected by a simple laboratory test based on the precipitation of macroprolactin with polyethylene glycol. Laboratory screening of all cases of hyperprolactinaemia to exclude macroprolactinaemia has been advised as best practice but has not been implemented universally and reports of clinical confusion caused by macroprolactinaemia continue to appear in the literature. Information provided by manufacturers to users of assays for prolactin regarding interference by macroprolactin is absent or inadequate and does not comply with the European Union Regulation covering in vitro diagnostic medical devices (IVDR). As the IVDR is implemented notified bodies should insist that manufacturers of assays for serum prolactin comply with the regulations by informing users that macroprolactin is a source of interference which may have untoward clinical consequences and by providing an estimate of the magnitude of the interference and a means of detecting macroprolactinaemia. Laboratories should institute a policy for excluding macroprolactinaemia in all cases of hyperprolactinaemia.
与高分子量催乳素复合物的交叉反应性被称为大催乳素,是血清催乳素检测中阳性干扰的常见原因。目前可用的所有催乳素检测都受到影响,5-25%的结果表明,由于大催乳素血症而导致高催乳素血症错误升高——由于生物活性单体催乳素浓度正常的大催乳素而导致的高催乳素血症。大催乳素血症没有病理意义,但如果不将其视为病因,则明显的高催乳素血症可能导致临床混乱,不必要的进一步检查,不适当的治疗和医疗资源的浪费。大催乳素血症不能与真正的高催乳素血症区分开来,但可以通过一个简单的实验室测试来检测,该测试基于聚乙二醇沉淀大催乳素。对所有高泌乳素血症病例进行实验室筛查以排除大泌乳素血症已被建议为最佳做法,但尚未普遍实施,并且文献中继续出现由大泌乳素血症引起的临床混淆的报告。生产商向催乳素检测用户提供的关于大催乳素干扰的信息缺失或不充分,不符合欧盟关于体外诊断医疗器械(IVDR)的法规。随着IVDR的实施,公告机构应坚持血清催乳素测定法的制造商遵守法规,告知用户大催乳素是可能产生不良临床后果的干扰源,并提供干扰程度的估计和检测大催乳素血症的方法。实验室应制定政策,排除所有高泌乳素血症病例中的巨泌乳素血症。
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引用次数: 2
Efficiency, efficacy and subjective user satisfaction of alternative laboratory report formats. An investigation on behalf of the Working Group for Postanalytical Phase (WG-POST), of the European Federation of Clinical Chemistry and Laboratory Medicine (EFLM) 不同实验室报告格式的效率、疗效和主观用户满意度。代表欧洲临床化学和检验医学联合会(EFLM)后分析阶段工作组(WG-POST)进行的调查
Pub Date : 2022-06-14 DOI: 10.1515/cclm-2022-0269
J. Cadamuro, Johannes Winzer, Lisa Perkhofer, A. von Meyer, J. M. Bauçà, O. Plekhanova, Anna‐Maria Linko‐Parvinen, J. Watine, Kathrin Maria Kniewallner, Martin H. Keppel, T. Šálek, Cornelia Mrazek, T. Felder, H. Oberkofler, E. Haschke-Becher, P. Vermeersch, A. Kristoffersen, Christoph Eisl
Abstract Objectives Although laboratory result presentation may lead to information overload and subsequent missed or delayed diagnosis, little has been done in the past to improve this post-analytical issue. We aimed to investigate the efficiency, efficacy and user satisfaction of alternative report formats. Methods We redesigned cumulative (sparkline format) and single reports (improved tabular and z-log format) and tested these on 46 physicians, nurses and medical students in comparison to the classical tabular formats, by asking standardized questions on general items on the reports as well as on suspected diagnosis and follow-up treatment or diagnostics. Results Efficacy remained at a very high level both in the new formats as well as in the classical formats. We found no significant difference in any of the groups. Efficiency improved in all groups when using the sparkline cumulative format and marginally when showing the improved tabular format. When asking medical questions, efficiency and efficacy remained similar between report formats and groups. All alternative reports were subjectively more attractive to the majority of participants. Conclusions Showing cumulative reports as a graphical display led to faster detection of general information on the report with the same level of correctness. Considering the familiarity bias of the classical single report formats, the borderline-significant improvement of the alternative tabular format and the non-inferiority of the z-log format, suggests that single reports might benefit from some improvements derived from basic information design.
虽然实验室结果的呈现可能导致信息过载和随后的漏诊或延迟诊断,但过去很少有研究来改善这一分析后问题。我们的目的是调查不同报告格式的效率、功效和用户满意度。方法我们重新设计了累积报告(星形线格式)和单一报告(改进的表格和z-log格式),并对46名医生、护士和医学生进行了测试,与传统的表格格式相比,通过询问报告中的一般项目以及疑似诊断和随访治疗或诊断的标准化问题。结果新剂型和传统剂型的疗效都保持在很高的水平。我们没有发现任何一组的显著差异。当使用火花线累积格式时,所有组的效率都有所提高,而当显示改进的表格格式时,效率略有提高。在询问医疗问题时,报告格式和小组之间的效率和疗效保持相似。所有替代报告在主观上对大多数参与者更具吸引力。将累积报告以图形显示的方式显示,可以更快地检测到报告的一般信息,并具有相同的正确性。考虑到经典单一报告格式的熟悉偏差,替代表格格式的显著性改进和z-log格式的非劣效性表明,单一报告可能受益于基本信息设计的一些改进。
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引用次数: 6
Early detection of Candida parapsilosis in peripheral blood as a result of a peripheral blood smear performed after cytographic changes on the Beckman Coulter UniCel DxH 800 hematology 在Beckman Coulter UniCel DxH 800血液学细胞图改变后进行外周血涂片,早期发现外周血假丝酵母菌旁裂症
Pub Date : 2022-06-14 DOI: 10.1515/cclm-2022-0448
Riccardo Lucis, D. Poz, Monica Poletto, Liliana Puzzolante, A. Sartor, F. Curcio
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引用次数: 1
Evaluation of a laboratory-based high-throughput SARS-CoV-2 antigen assay 基于实验室的高通量SARS-CoV-2抗原检测方法的评价
Pub Date : 2022-06-14 DOI: 10.1515/cclm-2022-0360
Sebastian Hörber, Christoph Drees, T. Ganzenmueller, Kristina Schmauder, S. Peter, D. Biskup, Andreas Peter
Abstract Objectives Antigen tests are an essential part of SARS-CoV-2 testing strategies. Rapid antigen tests are easy to use but less sensitive compared to nucleic acid amplification tests (NAT) and less suitable for large-scale testing. In contrast, laboratory-based antigen tests are suitable for high-throughput immunoanalyzers. Here we evaluated the diagnostic performance of the laboratory-based Siemens Healthineers SARS-CoV-2 Antigen (CoV2Ag) assay. Methods In a public test center, from 447 individuals anterior nasal swab specimens as well as nasopharyngeal swab specimens were collected. The nasal swab specimens were collected in sample inactivation medium and measured using the CoV2Ag assay. The nasopharyngeal swab specimens were measured by RT-PCR. Additionally, 9,046 swab specimens obtained for screening purposes in a tertiary care hospital were analyzed and positive CoV2Ag results confirmed by NAT. Results In total, 234/447 (52.3%) participants of the public test center were positive for SARS-CoV-2-RNA. Viral lineage B1.1.529 was dominant during the study. Sensitivity and specificity of the CoV2Ag assay were 88.5% (95%CI: 83.7–91.9%) and 99.5% (97.4–99.9%), respectively. Sensitivity increased to 93.7% (97.4–99.9%) and 98.7% (97.4–99.9%) for swab specimens with cycle threshold values <30 and <25, respectively. Out of 9,046 CoV2Ag screening tests from hospitalized patients, 21 (0.2%) swab specimens were determined as false-positive by confirmatory NAT. Conclusions Using sample tubes containing inactivation medium the laboratory-based high-throughput CoV2Ag assay is a very specific and highly sensitive assay for detection of SARS-CoV-2 antigen in nasal swab specimens including the B1.1.529 variant. In low prevalence settings confirmation of positive CoV2Ag results by SARS-CoV-2-RNA testing is recommended.
抗原检测是SARS-CoV-2检测策略的重要组成部分。快速抗原检测使用方便,但与核酸扩增检测(NAT)相比灵敏度较低,不适合大规模检测。相反,基于实验室的抗原检测适用于高通量免疫分析仪。在此,我们评估了基于实验室的Siemens Healthineers SARS-CoV-2抗原(CoV2Ag)检测的诊断性能。方法在公共检测中心采集447例患者鼻前拭子标本和鼻咽拭子标本。鼻拭子标本在样品灭活培养基中采集,采用CoV2Ag测定法测定。采用RT-PCR法检测鼻咽拭子标本。此外,我们还分析了某三级医院用于筛查的9046份拭子样本,并通过NAT确认了CoV2Ag阳性结果。结果公共检测中心共有234/447(52.3%)的参与者呈SARS-CoV-2-RNA阳性。病毒谱系B1.1.529在研究中占主导地位。CoV2Ag检测的灵敏度和特异性分别为88.5% (95%CI: 83.7 ~ 91.9%)和99.5%(97.4 ~ 99.9%)。对于周期阈值<30和<25的拭子标本,敏感性分别增加到93.7%(97.4-99.9%)和98.7%(97.4-99.9%)。在住院患者的9046例CoV2Ag筛查试验中,21例(0.2%)拭子标本经确认性NAT检测为假阳性。结论使用含有灭活介质的样管,基于实验室的高通量CoV2Ag检测方法可检测包括B1.1.529变体在内的鼻拭子标本中的SARS-CoV-2抗原。在低流行率环境中,建议通过SARS-CoV-2-RNA检测确认CoV2Ag阳性结果。
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引用次数: 8
Platelet phagocytosis by monocytes 单核细胞吞噬血小板
Pub Date : 2022-06-13 DOI: 10.1515/cclm-2022-0343
M. Khedmati, M. J. Sharifi
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引用次数: 1
Hypertriglyceridemia, a causal risk factor for atherosclerosis, and its laboratory assessment 高甘油三酯血症,动脉粥样硬化的一个危险因素,及其实验室评估
Pub Date : 2022-06-10 DOI: 10.1515/cclm-2022-0189
Ewa Wieczorek, Agnieszka Ćwiklińska, M. Jankowski
Abstract Epidemiological and clinical studies show a causal association between serum triglyceride (TG) level, the number of triglyceride-rich lipoproteins (TRLs) and their remnants, and the increased risk of atherosclerosis and cardiovascular disease (CVD) development. In light of current guidelines for dyslipidemia management, the laboratory parameters reflecting TRL content are recommended as part of the routine lipid analysis process and used for CVD risk assessment, especially in people with hypertriglyceridemia (HTG), diabetes mellitus, obesity and low levels of low-density lipoprotein cholesterol (LDL-C), in which high residual CVD risk is observed. The basic routinely available laboratory parameters related with TRL are serum TG and non-high-density lipoprotein cholesterol (non-HDL-C) levels, but there are also other biomarkers related to TRL metabolism, the determination of which can be helpful in identifying the basis of HTG development or assessing CVD risk or can be the target of pharmacological intervention. In this review, we present the currently available laboratory parameters related to HTG. We summarise their link with TRL metabolism and HTG development, the determination methods as well as their clinical significance, the target values and interpretation of the results in relation to the current dyslipidemia guidelines.
流行病学和临床研究表明,血清甘油三酯(TG)水平、富甘油三酯脂蛋白(trl)数量及其残余物与动脉粥样硬化和心血管疾病(CVD)发生风险增加之间存在因果关系。根据目前的血脂异常管理指南,反映TRL含量的实验室参数被推荐作为常规脂质分析过程的一部分,并用于CVD风险评估,特别是在患有高甘油三酯血症(HTG)、糖尿病、肥胖和低水平低密度脂蛋白胆固醇(LDL-C)的人群中,观察到高残留CVD风险。与TRL相关的基本常规实验室参数是血清TG和非高密度脂蛋白胆固醇(non-HDL-C)水平,但还有其他与TRL代谢相关的生物标志物,其测定有助于确定HTG发展的基础或评估CVD风险,或可作为药物干预的目标。在这篇综述中,我们介绍了目前可获得的与HTG相关的实验室参数。我们总结了它们与TRL代谢和HTG发展的联系,测定方法及其临床意义,靶标值以及与当前血脂异常指南相关的结果解释。
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引用次数: 1
Comparison of four different immunoassays and a rapid isotope-dilution liquid chromatography-tandem mass spectrometry assay for serum folate 血清叶酸四种不同免疫分析方法和快速同位素稀释液相色谱-串联质谱分析方法的比较
Pub Date : 2022-06-09 DOI: 10.1515/cclm-2021-1283
Lizi Jin, You-li Lu, Xilian Yi, Meiwei Zhang, Jiangtao Zhang, Weiyan Zhou, J. Zeng, Tianjiao Zhang, Chuanbao Zhang
Abstract Objectives Accurate measurement of serum folate is essential for the diagnosis and management of various disorders. This study aims to investigate the between-method differences of four immunoassays and a rapid isotope-dilution liquid chromatography-tandem mass spectrometry (ID-LC-MS/MS) method. Methods Roche Cobas (USA), Abbott Alinity i2000 (USA), Beckman Coulter Access (USA), Mindray CL-6000i (China), and the ID-LC-MS/MS method were compared using 46 human serum samples. The results were analysed by Passing–Bablok regressions and Bland–Altman plots. A bias of 13.31% based on biological variation was used as the bias criterion. Results All the within-run and total coefficients of variation (CVs) met the specification. The folate concentrations determined by all the assays were significantly different (p=0.0028). All assays had correlation coefficients over 0.97 with each other. The 95% confidence intervals (CIs) for the slope seldom contained 1 and few 95% CIs for the intercept contained 0 in the regression equations. Compared to ID-LC-MS/MS, the biases of all assays ranged from −20.91 to 13.56 nmol/L, and the mean relative biases ranged from −9.85 to 40.33%. The predicted mean relative biases at the medical decision levels rarely met the criterion. Conclusions Assays for serum folate had good correlations with each other but lacked good agreement. The accuracy and consistency of assays for serum folate should be measured and assessed routinely. Standardization work to improve the accuracy of serum folate assays, such as the extension of traceability to reference methods or materials, calibration standardization efforts, and assay-adjusted cut-offs should be promoted.
【摘要】目的血清叶酸的准确测定对各种疾病的诊断和治疗至关重要。本研究旨在探讨四种免疫检测方法和快速同位素稀释液相色谱-串联质谱(ID-LC-MS/MS)方法的方法间差异。方法采用Roche Cobas(美国)、Abbott Alinity i2000(美国)、Beckman Coulter Access(美国)、迈瑞CL-6000i(中国)、ID-LC-MS/MS法对46份人血清样本进行比较。采用Passing-Bablok回归和Bland-Altman图对结果进行分析。以基于生物变异的偏倚13.31%作为偏倚标准。结果运行内变异系数和总变异系数均符合标准。各试验测定的叶酸浓度差异有统计学意义(p=0.0028)。所有试验的相关系数均大于0.97。回归方程中斜率的95%置信区间(ci)很少包含1,而截距的95%置信区间(ci)很少包含0。与ID-LC-MS/MS相比,所有检测的偏差范围为- 20.91 ~ 13.56 nmol/L,平均相对偏差范围为- 9.85 ~ 40.33%。预测的平均相对偏差在医疗决策水平很少符合标准。结论血清叶酸测定结果具有良好的相关性,但缺乏良好的一致性。血清叶酸测定的准确性和一致性应常规测量和评估。应促进提高血清叶酸测定准确性的标准化工作,如将可追溯性扩展到参考方法或材料、校准标准化工作和测定调整截止值。
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引用次数: 0
Analytical performance of eight enzymatic assays for ethanol in serum evaluated by data from the Belgian external quality assessment scheme 用比利时外部质量评价方案的数据评价血清中乙醇8种酶法的分析性能
Pub Date : 2022-06-08 DOI: 10.1515/cclm-2022-0285
W. Coucke, C. Charlier, K. Croes, B. Mahieu, Hugo Neels, C. Stove, J. Tytgat, André Vanescote, A. Verstraete, Sarah Wille, Arnaud Capron
Abstract Objectives Fast and reliable ethanol assays analysis are used in a clinical context for patients suspected of ethanol intoxication. Mostly, automated systems using an enzymatic reaction based on ethanol dehydrogenase are used. The manuscript focusses on the evaluation of the performance of these assays. Methods Data included 30 serum samples used in the Belgian EQA scheme from 2019 to 2021 and concentrations ranged from 0.13 to 3.70 g/L. A regression line between target concentrations and reported values was calculated to evaluate outliers, bias, variability and measurement uncertainty. Results A total of 1,611 results were taken into account. Bias was the highest for Alinity c over the whole concentration range and the lowest for Vitros for low concentrations and Cobas 8000 using the c702 module for high concentrations. The Architect and Cobas c501/c502 systems showed the lowest variability over the whole concentration range. Highest variability was observed for Cobas 8000 using the 702 module, Thermo Scientific and Alinity c. Cobas 8000 using the c702 module showed the highest measurement uncertainty for lower concentrations. For higher concentrations, Alinity c, Thermo Scientific and Vitros were the methods with the highest measurement uncertainty. Conclusions The bias of the enzymatic techniques is nearly negligible for all methods except Alinity c. Variability differs strongly between measurement procedures. This study shows that the Alinity c has a worse measurement uncertainty than other systems for concentrations above 0.5 g/L. Overall, we found the differences in measurement uncertainty to be mainly influenced by the differences in variability.
摘要目的快速、可靠的乙醇分析方法用于临床疑似乙醇中毒的患者。大多数情况下,使用基于乙醇脱氢酶的酶促反应的自动化系统。该手稿的重点是这些分析的性能的评价。数据包括2019年至2021年比利时EQA计划中使用的30份血清样本,浓度范围为0.13至3.70 g/L。计算目标浓度与报告值之间的回归线,以评估异常值、偏差、变异性和测量不确定性。结果共考虑了1611个结果。在整个浓度范围内,Alinity c的偏倚最高,Vitros的偏倚最低,而使用c702模块的Cobas 8000的偏倚最低。Architect和Cobas c501/c502系统在整个浓度范围内表现出最低的可变性。使用702模块,Thermo Scientific和Alinity c观察到Cobas 8000的最高变异性。使用c702模块的Cobas 8000在较低浓度下显示出最高的测量不确定度。对于较高浓度,Alinity c、Thermo Scientific和Vitros是测量不确定度最高的方法。除Alinity c外,所有方法的酶技术偏差几乎可以忽略不计。测量程序之间的变异性差异很大。本研究表明,当浓度大于0.5 g/L时,Alinity c的测量不确定度比其他系统差。总体而言,我们发现测量不确定度的差异主要受变异性差异的影响。
{"title":"Analytical performance of eight enzymatic assays for ethanol in serum evaluated by data from the Belgian external quality assessment scheme","authors":"W. Coucke, C. Charlier, K. Croes, B. Mahieu, Hugo Neels, C. Stove, J. Tytgat, André Vanescote, A. Verstraete, Sarah Wille, Arnaud Capron","doi":"10.1515/cclm-2022-0285","DOIUrl":"https://doi.org/10.1515/cclm-2022-0285","url":null,"abstract":"Abstract Objectives Fast and reliable ethanol assays analysis are used in a clinical context for patients suspected of ethanol intoxication. Mostly, automated systems using an enzymatic reaction based on ethanol dehydrogenase are used. The manuscript focusses on the evaluation of the performance of these assays. Methods Data included 30 serum samples used in the Belgian EQA scheme from 2019 to 2021 and concentrations ranged from 0.13 to 3.70 g/L. A regression line between target concentrations and reported values was calculated to evaluate outliers, bias, variability and measurement uncertainty. Results A total of 1,611 results were taken into account. Bias was the highest for Alinity c over the whole concentration range and the lowest for Vitros for low concentrations and Cobas 8000 using the c702 module for high concentrations. The Architect and Cobas c501/c502 systems showed the lowest variability over the whole concentration range. Highest variability was observed for Cobas 8000 using the 702 module, Thermo Scientific and Alinity c. Cobas 8000 using the c702 module showed the highest measurement uncertainty for lower concentrations. For higher concentrations, Alinity c, Thermo Scientific and Vitros were the methods with the highest measurement uncertainty. Conclusions The bias of the enzymatic techniques is nearly negligible for all methods except Alinity c. Variability differs strongly between measurement procedures. This study shows that the Alinity c has a worse measurement uncertainty than other systems for concentrations above 0.5 g/L. Overall, we found the differences in measurement uncertainty to be mainly influenced by the differences in variability.","PeriodicalId":10388,"journal":{"name":"Clinical Chemistry and Laboratory Medicine (CCLM)","volume":"77 1","pages":"1211 - 1217"},"PeriodicalIF":0.0,"publicationDate":"2022-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85730494","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Multi-omics analysis from archival neonatal dried blood spots: limitations and opportunities 从档案新生儿干血斑多组学分析:局限性和机遇
Pub Date : 2022-06-08 DOI: 10.1515/cclm-2022-0311
Yuan-Jessica Zhuang, Yeukai T. M. Mangwiro, M. Wake, R. Saffery, R. Greaves
Abstract Newborn screening (NBS) programs operate in many countries, processing millions of dried bloodspot (DBS) samples annually. In addition to early identification of various adverse health outcomes, these samples have considerable potential as a resource for population-based research that could address key questions related to child health. The feasibility of archival DBS samples for emerging targeted and untargeted multi-omics analysis has not been previously explored in the literature. This review aims to critically evaluate the latest advances to identify opportunities and challenges of applying omics analyses to NBS cards in a research setting. Medline, Embase and PubMed databases were searched to identify studies utilizing DBS for genomic, proteomic and metabolomic assays. A total of 800 records were identified after removing duplicates, of which 23 records were included in this review. These papers consisted of one combined genomic/metabolomic, four genomic, three epigenomic, four proteomic and 11 metabolomic studies. Together they demonstrate that the increasing sensitivity of multi-omic analytical techniques makes the broad use of NBS samples achievable for large cohort studies. Maintaining the pre-analytical integrity of the DBS sample through storage at temperatures below −20 °C will enable this important resource to be fully realized in a research capacity.
新生儿筛查(NBS)项目在许多国家开展,每年处理数百万个干血斑(DBS)样本。除了早期识别各种不良健康结果外,这些样本具有相当大的潜力,可以作为基于人群的研究资源,解决与儿童健康有关的关键问题。档案DBS样本用于新兴靶向和非靶向多组学分析的可行性尚未在文献中进行探讨。本综述旨在批判性地评估最新进展,以确定在研究环境中将组学分析应用于NBS卡的机遇和挑战。检索了Medline、Embase和PubMed数据库,以确定利用DBS进行基因组、蛋白质组学和代谢组学分析的研究。在删除重复记录后,共确定了800条记录,其中23条记录被纳入本次审查。这些论文包括1篇基因组/代谢组学联合研究、4篇基因组学研究、3篇表观基因组学研究、4篇蛋白质组学研究和11篇代谢组学研究。他们共同证明,多组学分析技术的灵敏度日益提高,使得NBS样本的广泛使用可以用于大型队列研究。通过在低于- 20°C的温度下储存来保持DBS样品的分析前完整性,将使这一重要资源在研究能力中得到充分实现。
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引用次数: 5
Performance of four regression frameworks with varying precision profiles in simulated reference material commutability assessment 四种不同精度分布的回归框架在模拟参考物质可交换性评估中的性能
Pub Date : 2022-06-01 DOI: 10.1515/cclm-2022-0205
C. Markus, Rui Zhen Tan, Chun Yee Lim, W. Rankin, S. Matthews, T. P. Loh, W. Hague
Abstract Objectives One approach to assessing reference material (RM) commutability and agreement with clinical samples (CS) is to use ordinary least squares or Deming regression with prediction intervals. This approach assumes constant variance that may not be fulfilled by the measurement procedures. Flexible regression frameworks which relax this assumption, such as quantile regression or generalized additive models for location, scale, and shape (GAMLSS), have recently been implemented, which can model the changing variance with measurand concentration. Methods We simulated four imprecision profiles, ranging from simple constant variance to complex mixtures of constant and proportional variance, and examined the effects on commutability assessment outcomes with above four regression frameworks and varying the number of CS, data transformations and RM location relative to CS concentration. Regression framework performance was determined by the proportion of false rejections of commutability from prediction intervals or centiles across relative RM concentrations and was compared with the expected nominal probability coverage. Results In simple variance profiles (constant or proportional variance), Deming regression, without or with logarithmic transformation respectively, is the most efficient approach. In mixed variance profiles, GAMLSS with smoothing techniques are more appropriate, with consideration given to increasing the number of CS and the relative location of RM. In the case where analytical coefficients of variation profiles are U-shaped, even the more flexible regression frameworks may not be entirely suitable. Conclusions In commutability assessments, variance profiles of measurement procedures and location of RM in respect to clinical sample concentration significantly influence the false rejection rate of commutability.
摘要目的评估参考物质(RM)可交换性及其与临床样本(CS)一致性的一种方法是使用带预测区间的普通最小二乘或戴明回归。这种方法假设恒定的方差,这可能无法通过测量过程实现。灵活的回归框架放宽了这一假设,如分位数回归或广义的位置、规模和形状加性模型(GAMLSS),最近已经实现,它可以模拟随测量浓度变化的方差。方法模拟了从简单的恒定方差到复杂的恒定和比例混合方差的4种不精确剖面,研究了上述4种回归框架以及不同的CS数量、数据转换和RM相对于CS浓度的位置对可交换性评估结果的影响。回归框架的性能由预测区间或相对RM浓度的可交换性错误拒绝的比例决定,并与预期的名义概率覆盖率进行比较。结果在简单方差曲线(常数或比例方差)中,Deming回归、不加对数变换和加对数变换是最有效的方法。在混合方差曲线中,考虑到增加CS的数量和RM的相对位置,采用平滑技术的GAMLSS更为合适。在变异曲线的分析系数为u形的情况下,即使是更灵活的回归框架也可能不完全合适。结论在可交换性评估中,测量方法和RM位置相对于临床样品浓度的方差分布显著影响可交换性的错误拒绝率。
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引用次数: 1
期刊
Clinical Chemistry and Laboratory Medicine (CCLM)
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