Lea Lewin, Michael Stadlmeier, Neeraj Singh, Friederike Bauland, Daniel Köppl, Alexander Gaudl, Andrea Geistanger, Uta Ceglarek, Manfred Rauh, Judith Taibon
Objectives: Dehydroepiandrosterone (DHEA) is a steroid prohormone and important precursor for estrogen and testosterone biosynthesis. For differential diagnosis of sexual development disorders (e.g., polycystic ovary syndrome, congenital adrenal hyperplasia), accurate measurement of DHEA in clinical testing is essential. To address that need for high-quality, reproducible assays, an isotope dilution-liquid chromatography (LC)-tandem mass spectrometry (MS/MS)-based candidate reference measurement procedure (RMP) for the quantification of DHEA was developed and validated.
Methods: A certified primary reference material from the National Measurement Institute of Australia (NMIA), was used for DHEA assay calibration and to ensure traceability to the International System of Units (SI). Two-dimensional heart-cut chromatography was employed for LC-MS/MS in combination with a solid phase extraction sample preparation protocol, to mitigate matrix effects and prevent interference coelution. Selectivity was evaluated by spiking either the analyte or internal standard with potential interferents, such as dehydroepiandrosterone-sulfate, testosterone, and similar steroid compounds. For the evaluation of matrix effects, standard line slopes of various matrices were compared. Precision and accuracy were assessed via a multi-day validation experiment, and variability components were estimated using variance component analysis. Measurement uncertainty was evaluated in compliance with current guidelines.
Results: This candidate RMP proved suitable for the analysis of DHEA in the measurement range of 0.0800-36.0 ng/mL (0.277-125 nmol/L). Predefined requirements for sensitivity and selectivity were fully met, and independence from matrix effects was demonstrated successfully. Across all tested concentration levels, intermediate precision was ≤1.5 % and repeatability was ≤1.0 %, while the relative mean bias ranged from -1.1 to 0.1 %. Regardless of DHEA concentration or sample type, the expanded measurement uncertainty for reference value assignment (n=6) was ≤1.7 %.
Conclusions: This isotope dilution-LC-MS/MS-based candidate RMP for DHEA in human serum and plasma met pre-defined analytical performance requirements such as precision, specificity and measurement uncertainty, and showed superior selectivity towards several potential interferents tested. It is suitable for application in clinical sample evaluation and routine assay standardization.
{"title":"An isotope dilution-liquid chromatography tandem mass spectrometry-based candidate reference measurement procedure for the quantification of dehydroepiandrosterone in human serum and plasma.","authors":"Lea Lewin, Michael Stadlmeier, Neeraj Singh, Friederike Bauland, Daniel Köppl, Alexander Gaudl, Andrea Geistanger, Uta Ceglarek, Manfred Rauh, Judith Taibon","doi":"10.1515/cclm-2025-1156","DOIUrl":"https://doi.org/10.1515/cclm-2025-1156","url":null,"abstract":"<p><strong>Objectives: </strong>Dehydroepiandrosterone (DHEA) is a steroid prohormone and important precursor for estrogen and testosterone biosynthesis. For differential diagnosis of sexual development disorders (e.g., polycystic ovary syndrome, congenital adrenal hyperplasia), accurate measurement of DHEA in clinical testing is essential. To address that need for high-quality, reproducible assays, an isotope dilution-liquid chromatography (LC)-tandem mass spectrometry (MS/MS)-based candidate reference measurement procedure (RMP) for the quantification of DHEA was developed and validated.</p><p><strong>Methods: </strong>A certified primary reference material from the National Measurement Institute of Australia (NMIA), was used for DHEA assay calibration and to ensure traceability to the International System of Units (SI). Two-dimensional heart-cut chromatography was employed for LC-MS/MS in combination with a solid phase extraction sample preparation protocol, to mitigate matrix effects and prevent interference coelution. Selectivity was evaluated by spiking either the analyte or internal standard with potential interferents, such as dehydroepiandrosterone-sulfate, testosterone, and similar steroid compounds. For the evaluation of matrix effects, standard line slopes of various matrices were compared. Precision and accuracy were assessed via a multi-day validation experiment, and variability components were estimated using variance component analysis. Measurement uncertainty was evaluated in compliance with current guidelines.</p><p><strong>Results: </strong>This candidate RMP proved suitable for the analysis of DHEA in the measurement range of 0.0800-36.0 ng/mL (0.277-125 nmol/L). Predefined requirements for sensitivity and selectivity were fully met, and independence from matrix effects was demonstrated successfully. Across all tested concentration levels, intermediate precision was ≤1.5 % and repeatability was ≤1.0 %, while the relative mean bias ranged from -1.1 to 0.1 %. Regardless of DHEA concentration or sample type, the expanded measurement uncertainty for reference value assignment (n=6) was ≤1.7 %.</p><p><strong>Conclusions: </strong>This isotope dilution-LC-MS/MS-based candidate RMP for DHEA in human serum and plasma met pre-defined analytical performance requirements such as precision, specificity and measurement uncertainty, and showed superior selectivity towards several potential interferents tested. It is suitable for application in clinical sample evaluation and routine assay standardization.</p>","PeriodicalId":10390,"journal":{"name":"Clinical chemistry and laboratory medicine","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146017379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mario Plebani, Michel Langlois, Alexander von Meyer, Pieter Vermeersch, Martina Zaninotto, Ruben L Smeets, Andrea Padoan, Hikmet Can Cubukcu, Phillip J Monaghan, Abdurrahman Coşkun, Matthias Orth, Marc Thelen
The Meeting on Science, Quality and Value of Laboratory Medicine was held on 11 December 2025 in Padua, immediately preceding the 7th European Federation of Clinical Chemistry and Laboratory Medicine (EFLM) Conference on the Preanalytical Phase. For organizational reasons, the meeting was structured in two parts, with the first held in December 2025 and the second scheduled for early 2026. The initiative, designed to better steer and promote the activities of all EFLM Committees and Divisions, represents a pivotal step toward overcoming fragmentation and silo-based cultures. By fostering a holistic vision that captures interactions among all EFLM Functional Units, the meeting supported the translation of value-based laboratory medicine principles into real-world practice. This collective opinion paper summarizes the lectures presented at the meeting, providing an overview of ongoing EFLM projects and future developments in value-based laboratory medicine. Importantly, the meeting also generated significant opportunities for collaboration and shared project development, underscoring the transition from isolated activities to a collaborative, value-driven approach.
{"title":"Science, Quality and Value of Laboratory Medicine.","authors":"Mario Plebani, Michel Langlois, Alexander von Meyer, Pieter Vermeersch, Martina Zaninotto, Ruben L Smeets, Andrea Padoan, Hikmet Can Cubukcu, Phillip J Monaghan, Abdurrahman Coşkun, Matthias Orth, Marc Thelen","doi":"10.1515/cclm-2026-0041","DOIUrl":"10.1515/cclm-2026-0041","url":null,"abstract":"<p><p>The <i>Meeting on Science, Quality and Value of Laboratory Medicine</i> was held on 11 December 2025 in Padua, immediately preceding the 7th European Federation of Clinical Chemistry and Laboratory Medicine (EFLM) Conference on the Preanalytical Phase. For organizational reasons, the meeting was structured in two parts, with the first held in December 2025 and the second scheduled for early 2026. The initiative, designed to better steer and promote the activities of all EFLM Committees and Divisions, represents a pivotal step toward overcoming fragmentation and silo-based cultures. By fostering a holistic vision that captures interactions among all EFLM Functional Units, the meeting supported the translation of value-based laboratory medicine principles into real-world practice. This collective opinion paper summarizes the lectures presented at the meeting, providing an overview of ongoing EFLM projects and future developments in value-based laboratory medicine. Importantly, the meeting also generated significant opportunities for collaboration and shared project development, underscoring the transition from isolated activities to a collaborative, value-driven approach.</p>","PeriodicalId":10390,"journal":{"name":"Clinical chemistry and laboratory medicine","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146017485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wade M Sanders, Carrie A Karvonen-Gutierrez, Daniel S McConnell
Objectives: Multiplex arrays offer a high-throughput, cost-effective means for quantifying multiple analytes simultaneously, essential for large-scale biomarker research. However, the shared reactive environment in multiplex assays could lead to variations in results compared to single plex assays, potentially impacting outcomes. This study aimed to explore these differences by examining a "3-plex" cytokine panel vs. single plex assays for tumor necrosis factor-alpha (TNF-α) and interleukin-10 (IL-10).
Methods: Using the R&D Systems Luminex HS Cytokine Panel A, 72 serum samples were tested across several batches, including three "3-plex" and two "1-plex" batches each for IL-10 and TNF-α. We evaluated differences in cytokine values using paired t-tests, comparing within 1-plex, between 3-plex, and between 1-plex and 3-plex assays. Bland-Altman plots visually assessed absolute and percentage differences.
Results: IL-10 values were similar between 1-plex and 3-plex assays, showing an average difference of 4.2 fmol/L (10.7 %), which was less than the within plex differences. Conversely, TNF-α showed a 16.7 % difference in the between plex comparison, compared to a 12 % difference in the within plex comparisons. Statistically significant differences emerged mainly for IL-10 across all comparisons. Bland-Altman analyses indicated pronounced variability at low analyte concentrations.
Conclusions: While the multiplex assays demonstrated variation at low analyte levels, especially for IL-10, such differences might not substantially affect comparability when mixed with single plex assays, particularly in datasets dominated by low concentrations.
目的:多重阵列为同时定量多种分析物提供了一种高通量、高成本效益的方法,对大规模生物标志物研究至关重要。然而,与单组分分析相比,多组分分析中共享的反应环境可能导致结果的变化,从而潜在地影响结果。本研究旨在通过检测肿瘤坏死因子-α (TNF-α)和白细胞介素-10 (IL-10)的“3-plex”细胞因子面板与单一plex检测来探索这些差异。方法:采用R&D Systems Luminex HS细胞因子面板A,对72份血清样本进行了若干批次的检测,包括3个“3-plex”批次和2个“1-plex”批次,分别检测IL-10和TNF-α。我们使用配对t检验评估细胞因子值的差异,比较1-plex内、3-plex之间以及1-plex和3-plex测定之间的差异。Bland-Altman图直观地评估了绝对差异和百分比差异。结果:1-plex法与3-plex法测定的IL-10值相似,平均差异为4.2 fmol/L(10.7 %),小于plex内差异。相反,TNF-α在plex间比较中显示16.7 %的差异,而在plex内比较中显示12 %的差异。在所有比较中,IL-10主要出现统计学上的显著差异。Bland-Altman分析表明,在低分析物浓度下,差异显著。结论:虽然多重分析在低分析物水平下表现出差异,特别是IL-10,但当与单一分析混合时,这种差异可能不会实质性影响可比性,特别是在低浓度的数据集中。
{"title":"Assessment for potential bias in multiplexed IL-10 and TNF-α from plex count.","authors":"Wade M Sanders, Carrie A Karvonen-Gutierrez, Daniel S McConnell","doi":"10.1515/cclm-2025-0458","DOIUrl":"https://doi.org/10.1515/cclm-2025-0458","url":null,"abstract":"<p><strong>Objectives: </strong>Multiplex arrays offer a high-throughput, cost-effective means for quantifying multiple analytes simultaneously, essential for large-scale biomarker research. However, the shared reactive environment in multiplex assays could lead to variations in results compared to single plex assays, potentially impacting outcomes. This study aimed to explore these differences by examining a \"3-plex\" cytokine panel vs. single plex assays for tumor necrosis factor-alpha (TNF-α) and interleukin-10 (IL-10).</p><p><strong>Methods: </strong>Using the R&D Systems Luminex HS Cytokine Panel A, 72 serum samples were tested across several batches, including three \"3-plex\" and two \"1-plex\" batches each for IL-10 and TNF-α. We evaluated differences in cytokine values using paired t-tests, comparing within 1-plex, between 3-plex, and between 1-plex and 3-plex assays. Bland-Altman plots visually assessed absolute and percentage differences.</p><p><strong>Results: </strong>IL-10 values were similar between 1-plex and 3-plex assays, showing an average difference of 4.2 fmol/L (10.7 %), which was less than the within plex differences. Conversely, TNF-α showed a 16.7 % difference in the between plex comparison, compared to a 12 % difference in the within plex comparisons. Statistically significant differences emerged mainly for IL-10 across all comparisons. Bland-Altman analyses indicated pronounced variability at low analyte concentrations.</p><p><strong>Conclusions: </strong>While the multiplex assays demonstrated variation at low analyte levels, especially for IL-10, such differences might not substantially affect comparability when mixed with single plex assays, particularly in datasets dominated by low concentrations.</p>","PeriodicalId":10390,"journal":{"name":"Clinical chemistry and laboratory medicine","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145988521","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Laboratory medicine lies at the core of modern healthcare, enabling timely diagnosis, effective patient monitoring, and increasingly personalized therapeutic strategies. Over the past decades, automation has profoundly reshaped the role of clinical laboratories, substantially enhancing their contribution to clinical outcomes, operational efficiency, and the overall sustainability of healthcare systems. More recently, laboratory automation has emerged as a cornerstone of value-based laboratory medicine, representing not merely a technological upgrade but a strategic transformation of laboratory practice aimed at delivering measurable value to patients and healthcare stakeholders. Although automation has long been established in clinical chemistry and immunoassays, its scope is now expanding to molecular diagnostics and mass spectrometry - two disciplines that are central to precision medicine. Looking ahead, the convergence of automation, digitalization, and artificial intelligence is driving the emergence of hyperautomation in laboratory medicine. Within this paradigm, laboratories evolve from isolated testing units into integrated diagnostic hubs, in which results from multiple laboratory disciplines are harmonized and contextualized to effectively support clinical decision-making.
{"title":"Automation in value-based laboratory medicine: driving precision, capacity, and better outcomes.","authors":"Damien Gruson, Tomáš Zima, Mario Plebani","doi":"10.1515/cclm-2026-0023","DOIUrl":"https://doi.org/10.1515/cclm-2026-0023","url":null,"abstract":"<p><p>Laboratory medicine lies at the core of modern healthcare, enabling timely diagnosis, effective patient monitoring, and increasingly personalized therapeutic strategies. Over the past decades, automation has profoundly reshaped the role of clinical laboratories, substantially enhancing their contribution to clinical outcomes, operational efficiency, and the overall sustainability of healthcare systems. More recently, laboratory automation has emerged as a cornerstone of value-based laboratory medicine, representing not merely a technological upgrade but a strategic transformation of laboratory practice aimed at delivering measurable value to patients and healthcare stakeholders. Although automation has long been established in clinical chemistry and immunoassays, its scope is now expanding to molecular diagnostics and mass spectrometry - two disciplines that are central to precision medicine. Looking ahead, the convergence of automation, digitalization, and artificial intelligence is driving the emergence of hyperautomation in laboratory medicine. Within this paradigm, laboratories evolve from isolated testing units into integrated diagnostic hubs, in which results from multiple laboratory disciplines are harmonized and contextualized to effectively support clinical decision-making.</p>","PeriodicalId":10390,"journal":{"name":"Clinical chemistry and laboratory medicine","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145965237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ya Pang, Yongwei Duan, Yuehua Sun, Tong Zhou, Anling Li, Ruoxi Ran, Hongyan Hou, Song-Mei Liu
Objectives: Severe fever with thrombocytopenia syndrome virus (SFTSV) is a tick-borne pathogen that can cause a fatality rate as high as 12-50 %, posing a significant threat to public health. SFTSV is prevalent in mountainous and hilly regions with relatively poor medical conditions. Therefore, there is an urgent need to develop a new convenient, rapid and sensitive method for SFTSV detection in low-resource environments.
Methods: We developed a one-pot and visualized method for SFTSV detection using loop-mediated isothermal amplification assisted by CRISPR/Cas12b with G478A/K396A double mutations (LAC12b-2M). The specificity, sensitivity, accuracy and limit of detection (LOD) of LAC12b-2M were evaluated using clinical reverse transcription-quantitative PCR (RT-qPCR) as the reference method, with gradient dilutions of strong positive SFTSV RNA samples and 215 clinical serum samples from two cohorts.
Results: LAC12b-2M is sensitive to detect SFTSV with a LOD of 1 copy/μL at 61 °C within 30 min. Compared to clinical RT-qPCR, LAC12b-2M demonstrated a sensitivity of 98.8 % (82/83), a specificity of 100.0 % (96/96), and an accuracy of 99.4 % (178/179) in cohort 1 (n=179), and an accuracy of 100.0 % in cohort 2 (n=36).
Conclusions: Our LAC12b-2M method holds promise for point-of-care SFTSV testing in different healthcare settings, particularly in low-resource region where SFTSV is prevalent.
{"title":"One copy in one-pot for rapid and accurate SFTSV testing by LAC12b-2M.","authors":"Ya Pang, Yongwei Duan, Yuehua Sun, Tong Zhou, Anling Li, Ruoxi Ran, Hongyan Hou, Song-Mei Liu","doi":"10.1515/cclm-2025-0791","DOIUrl":"https://doi.org/10.1515/cclm-2025-0791","url":null,"abstract":"<p><strong>Objectives: </strong>Severe fever with thrombocytopenia syndrome virus (SFTSV) is a tick-borne pathogen that can cause a fatality rate as high as 12-50 %, posing a significant threat to public health. SFTSV is prevalent in mountainous and hilly regions with relatively poor medical conditions. Therefore, there is an urgent need to develop a new convenient, rapid and sensitive method for SFTSV detection in low-resource environments.</p><p><strong>Methods: </strong>We developed a one-pot and visualized method for SFTSV detection using loop-mediated isothermal amplification assisted by CRISPR/Cas12b with G478A/K396A double mutations (LAC12b-2M). The specificity, sensitivity, accuracy and limit of detection (LOD) of LAC12b-2M were evaluated using clinical reverse transcription-quantitative PCR (RT-qPCR) as the reference method, with gradient dilutions of strong positive SFTSV RNA samples and 215 clinical serum samples from two cohorts.</p><p><strong>Results: </strong>LAC12b-2M is sensitive to detect SFTSV with a LOD of 1 copy/μL at 61 °C within 30 min. Compared to clinical RT-qPCR, LAC12b-2M demonstrated a sensitivity of 98.8 % (82/83), a specificity of 100.0 % (96/96), and an accuracy of 99.4 % (178/179) in cohort 1 (n=179), and an accuracy of 100.0 % in cohort 2 (n=36).</p><p><strong>Conclusions: </strong>Our LAC12b-2M method holds promise for point-of-care SFTSV testing in different healthcare settings, particularly in low-resource region where SFTSV is prevalent.</p>","PeriodicalId":10390,"journal":{"name":"Clinical chemistry and laboratory medicine","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145958702","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Marlene Hollenstein, Van Lin Nguyen, Thomas Szekeres, Helmuth Haslacher, Klaus G Schmetterer
{"title":"Holiday-associated biochemical patterns of pancreatitis: a 16-year retrospective analysis of ambulatory laboratory data (2009-2024).","authors":"Marlene Hollenstein, Van Lin Nguyen, Thomas Szekeres, Helmuth Haslacher, Klaus G Schmetterer","doi":"10.1515/cclm-2025-1620","DOIUrl":"https://doi.org/10.1515/cclm-2025-1620","url":null,"abstract":"","PeriodicalId":10390,"journal":{"name":"Clinical chemistry and laboratory medicine","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145958694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Method-comparison studies in laboratory medicine are routinely interpreted using regression-based or Bland-Altman analyses. Although useful descriptively, these statistical procedures are frequently misapplied to infer "agreement", "equivalence", or "interchangeability". Such interpretations overlook essential metrological conditions - including the definition of the measurand, the traceability chain, and measurement uncertainty - leading to misconceptions with potential clinical consequences.
Content: This Opinion Paper clarifies the distinct meanings of four metrological concepts that are often treated as synonyms: comparability, compatibility, equivalence, and interchangeability. We explain why numerical similarity or statistical association does not establish metrological relatedness, and outline the specific requirements for each concept. Comparability requires a shared measurand and calibration hierarchy; compatibility requires differences smaller than the combined uncertainty; equivalence requires clinically irrelevant residual differences; and interchangeability requires stability of clinical decisions when substituting one measuring system for another. We also discuss familiar sources of misinterpretation, including ambiguous definitions of the measurand, incomplete traceability chains, and uncritical reliance on regression- or bias-based summaries.
Summary and outlook: Distinguishing among comparability, compatibility, equivalence, and interchangeability is essential for the metrological interpretation of method-comparison studies and for ensuring safe analytical and clinical decision-making. Integrating these concepts explicitly into study design, harmonisation strategies, and reporting practice will strengthen traceability implementation, prevent erroneous claims of "agreement", and support more reliable patient care.
{"title":"Comparability, compatibility, equivalence and interchangeability: metrological concepts widely misunderstood in laboratory medicine.","authors":"Raúl Rigo-Bonnin, Sofía Durán-Espín, Míriam Valbuena-Asensio, Virgínia Mas-Bosch, Aurora Blanco-Font","doi":"10.1515/cclm-2025-1644","DOIUrl":"https://doi.org/10.1515/cclm-2025-1644","url":null,"abstract":"<p><strong>Background: </strong>Method-comparison studies in laboratory medicine are routinely interpreted using regression-based or Bland-Altman analyses. Although useful descriptively, these statistical procedures are frequently misapplied to infer \"agreement\", \"equivalence\", or \"interchangeability\". Such interpretations overlook essential metrological conditions - including the definition of the measurand, the traceability chain, and measurement uncertainty - leading to misconceptions with potential clinical consequences.</p><p><strong>Content: </strong>This Opinion Paper clarifies the distinct meanings of four metrological concepts that are often treated as synonyms: <i>comparability</i>, <i>compatibility</i>, <i>equivalence</i>, and <i>interchangeability</i>. We explain why numerical similarity or statistical association does not establish metrological relatedness, and outline the specific requirements for each concept. Comparability requires a shared measurand and calibration hierarchy; compatibility requires differences smaller than the combined uncertainty; equivalence requires clinically irrelevant residual differences; and interchangeability requires stability of clinical decisions when substituting one measuring system for another. We also discuss familiar sources of misinterpretation, including ambiguous definitions of the measurand, incomplete traceability chains, and uncritical reliance on regression- or bias-based summaries.</p><p><strong>Summary and outlook: </strong>Distinguishing among comparability, compatibility, equivalence, and interchangeability is essential for the metrological interpretation of method-comparison studies and for ensuring safe analytical and clinical decision-making. Integrating these concepts explicitly into study design, harmonisation strategies, and reporting practice will strengthen traceability implementation, prevent erroneous claims of \"agreement\", and support more reliable patient care.</p>","PeriodicalId":10390,"journal":{"name":"Clinical chemistry and laboratory medicine","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145942825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Marina Brailova, Dorian Teissandier, Bruno Pereira, Ando Rajemisa, Jean-Baptiste Bouillon-Minois, Jeannot Schmidt, Vincent Sapin, Farès Moustafa
Objectives: Evolution is difficult to predict for some patients at emergency department (ED). The soluble urokinase plasminogen activator receptor (suPAR) is a non-specific prognostic inflammatory blood biomarker with a high negative predictive value for pejorative outcomes. The aim of this study was to investigate the relationship between low levels of suPAR at ED admission and patient discharge following hospitalization in a short stay unit.
Methods: We carried out a single-center prospective observational study in the acute-care hospital ward of a university hospital center, including patients over 18 years old with an intermediate triage score.
Results: Overall, 202 acute medical patients were included, exhibiting a mean suPAR level of 7.43 ± 3.36 μg/L. Of these patients, 25 (12.4 %) displayed a suPAR dosage below 4 μg/L and 177 (87.6 %) a dosage ≥4 μg/L. At 24 h, 55 patients (27.2 %) were discharged, 139 (68.8 %) were hospitalized, and five (2.5 %) were either admitted to intensive care or died. In contrast to group with a high suPAR rate, those with suPAR <4 μg/L benefited from secure ED discharge (OR=5.68; CI 95 %=2.6-12.4). For predicting hospital discharge, patients with a suPAR value <4 μg/L had an AUC-ROC of 0.75. (95% CI 0.67-0.83).
Conclusions: Our study revealed that in patients with a high triage scale level and requiring a monitoring period, SuPAR levels under 4 μg/L could have enabled five times more patients to return home compared with those exhibiting a level ≥4 μg/L at emergency visit.
{"title":"Contribution of SuPAR for patients in a situation of uncertainty downstream of emergencies.","authors":"Marina Brailova, Dorian Teissandier, Bruno Pereira, Ando Rajemisa, Jean-Baptiste Bouillon-Minois, Jeannot Schmidt, Vincent Sapin, Farès Moustafa","doi":"10.1515/cclm-2025-1101","DOIUrl":"https://doi.org/10.1515/cclm-2025-1101","url":null,"abstract":"<p><strong>Objectives: </strong>Evolution is difficult to predict for some patients at emergency department (ED). The soluble urokinase plasminogen activator receptor (suPAR<u>)</u> is a non-specific prognostic inflammatory blood biomarker with a high negative predictive value for pejorative outcomes. The aim of this study was to investigate the relationship between low levels of suPAR at ED admission and patient discharge following hospitalization in a short stay unit.</p><p><strong>Methods: </strong>We carried out a single-center prospective observational study in the acute-care hospital ward of a university hospital center, including patients over 18 years old with an intermediate triage score.</p><p><strong>Results: </strong>Overall, 202 acute medical patients were included, exhibiting a mean suPAR level of 7.43 ± 3.36 μg/L. Of these patients, 25 (12.4 %) displayed a suPAR dosage below 4 μg/L and 177 (87.6 %) a dosage ≥4 μg/L. At 24 h, 55 patients (27.2 %) were discharged, 139 (68.8 %) were hospitalized, and five (2.5 %) were either admitted to intensive care or died. In contrast to group with a high suPAR rate, those with suPAR <4 μg/L benefited from secure ED discharge (OR=5.68; CI 95 %=2.6-12.4). For predicting hospital discharge, patients with a suPAR value <4 μg/L had an AUC-ROC of 0.75. (95% CI 0.67-0.83).</p><p><strong>Conclusions: </strong>Our study revealed that in patients with a high triage scale level and requiring a monitoring period, SuPAR levels under 4 μg/L could have enabled five times more patients to return home compared with those exhibiting a level ≥4 μg/L at emergency visit.</p>","PeriodicalId":10390,"journal":{"name":"Clinical chemistry and laboratory medicine","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145932483","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yan Zheng, Lin Yu, Yingbi Wu, Yelin Jia, Shasha Liu, Jiao Qin, Jintao Yuan, Yuan Liu, Fuping Li
Objectives: To establish evidence-based analytical performance specifications (APS), specifically allowable total error (TEa), for five fundamental semen analysis parameters (sperm concentration, progressive motility, total motility, morphology, and vitality) in China utilizing the state-of-the-art model, and to compare these specifications with existing international benchmarks.
Methods: We examined national external quality assessment (EQA) data from 2019 to 2025, encompassing 315 laboratories across 30 provinces in China. TEa was calculated using the state-of-the-art model as half the 10th-90th percentile range of result deviations from assigned values. Given that the participant count was below 100 from 2019 to 2022, this study eventually utilized data from 2023 to 2025 for the calculation of TEa. The pass rate of participating laboratories was evaluated against the established TEa criteria.
Results: The established TEa values as follows: sperm concentration, 34.3 %; progressive motility, 26.9 % (for assigned value ≤40 %) and 13.5 % (>40 %); total motility, 26.3 % (≤50 %) and 10.5 % (>50 %); morphology, 67.7 %; vitality, 24.6 % (≤60 %) and 7.9 % (>60 %). The pass rates for all parameters in recent EQA cycles were approximately 80 %, supporting the practical achievability of the proposed specifications. Comparisons showed that the derived TEa values are generally consistent with or more refined than previous state-of-the-art and biological variation-based standards.
Conclusions: This study provides the first large-scale, evidence-based TEa for semen analysis in China. The stratified TEa for motility and vitality based on clinical thresholds, improves diagnostic accuracy. The proposed specifications are practical, achievable, and clinically relevant, providing a consistent foundation for quality assurance in reproductive medicine laboratories.
{"title":"Establishment of allowable total error for semen analysis based on the state of the art in China.","authors":"Yan Zheng, Lin Yu, Yingbi Wu, Yelin Jia, Shasha Liu, Jiao Qin, Jintao Yuan, Yuan Liu, Fuping Li","doi":"10.1515/cclm-2025-1222","DOIUrl":"https://doi.org/10.1515/cclm-2025-1222","url":null,"abstract":"<p><strong>Objectives: </strong>To establish evidence-based analytical performance specifications (APS), specifically allowable total error (TE<sub>a</sub>), for five fundamental semen analysis parameters (sperm concentration, progressive motility, total motility, morphology, and vitality) in China utilizing the state-of-the-art model, and to compare these specifications with existing international benchmarks.</p><p><strong>Methods: </strong>We examined national external quality assessment (EQA) data from 2019 to 2025, encompassing 315 laboratories across 30 provinces in China. TE<sub>a</sub> was calculated using the state-of-the-art model as half the 10th-90th percentile range of result deviations from assigned values. Given that the participant count was below 100 from 2019 to 2022, this study eventually utilized data from 2023 to 2025 for the calculation of TE<sub>a</sub>. The pass rate of participating laboratories was evaluated against the established TE<sub>a</sub> criteria.</p><p><strong>Results: </strong>The established TE<sub>a</sub> values as follows: sperm concentration, 34.3 %; progressive motility, 26.9 % (for assigned value ≤40 %) and 13.5 % (>40 %); total motility, 26.3 % (≤50 %) and 10.5 % (>50 %); morphology, 67.7 %; vitality, 24.6 % (≤60 %) and 7.9 % (>60 %). The pass rates for all parameters in recent EQA cycles were approximately 80 %, supporting the practical achievability of the proposed specifications. Comparisons showed that the derived TE<sub>a</sub> values are generally consistent with or more refined than previous state-of-the-art and biological variation-based standards.</p><p><strong>Conclusions: </strong>This study provides the first large-scale, evidence-based TE<sub>a</sub> for semen analysis in China. The stratified TE<sub>a</sub> for motility and vitality based on clinical thresholds, improves diagnostic accuracy. The proposed specifications are practical, achievable, and clinically relevant, providing a consistent foundation for quality assurance in reproductive medicine laboratories.</p>","PeriodicalId":10390,"journal":{"name":"Clinical chemistry and laboratory medicine","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145932536","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}