Pub Date : 2025-12-18DOI: 10.1080/00365513.2025.2605640
David Ceacero-Marín, Isabel Puig-Pey Comas, Javier Nieto-Moragas, María J Castro-Castro, Anna Cortés Bosch De Bassea, Mónica Vidal-Pla, Lourdes Sánchez Navarro
Background: The direct antiglobulin test (DAT) is a key diagnostic tool in evaluating autoimmune haemolytic anaemia. However, indiscriminately ordering this test, together with certain methodological limitations, can compromise the efficiency of the clinical laboratory. This study aimed to develop and validate a predictive equation to identify negative results, optimising the use of DAT while maintaining the quality of care.
Methods: Through the laboratory information system (LIS), 1155 data were obtained from patients requesting DAT. A multiple logistic regression analysis was performed based on magnitudes related to haemolytic anaemia to obtain the best predictive model. The predictive equation obtained was: p = 1/(1 + e-z) where 'P' represents the probability that the DAT is positive and 'z' the equation with the variables included in the model. Subsequently, its diagnostic efficiency was evaluated using a receiver operating characteristic curve. Finally, the equation was validated using a new cohort of data (N = 164).
Results: The 'z' value obtained from the best predictive equation was: For the selected threshold, the equation demonstrated a sensitivity of 81.6%, a negative predictive value of 95.8%, and an area under the curve [95% confidence interval] of 0.812 [0.760-0.864]. According to the proposed equation, the performance of 61.6% of DAT would be reduced.
Conclusions: The proposed equation has an excellent predictive ability for negative DATs. Its simple integration into the LIS confirms its applicability in routine clinical laboratory practice, providing an effective screening tool for optimising DAT demand and managing resources efficiently.
背景:直接抗球蛋白试验(DAT)是评估自身免疫性溶血性贫血的关键诊断工具。然而,不分青红皂白地订购这项测试,加上某些方法学上的限制,可能会损害临床实验室的效率。本研究旨在开发和验证一个预测方程,以识别阴性结果,优化数据的使用,同时保持护理质量。方法:通过实验室信息系统(LIS),获取1155例要求进行数据采集的患者资料。根据溶血性贫血的相关程度进行多元logistic回归分析,以获得最佳预测模型。得到的预测方程为:p = 1/(1 + e-z),其中“p”表示DAT为正的概率,“z”表示模型中包含的变量的方程。随后,利用受者工作特征曲线评估其诊断效率。最后,使用新的队列数据(N = 164)验证该方程。结果:最佳预测方程的“z”值为:z=-2.884 -0.373 x Haptoglobin+0.312 x %Ret。对于所选择的阈值,方程的灵敏度为81.6%,负预测值为95.8%,曲线下面积[95%置信区间]为0.812[0.760-0.864]。根据所提出的方程,61.6%的DAT性能会下降。结论:所建立的方程对阴性dat具有较好的预测能力。它与LIS的简单集成证实了它在常规临床实验室实践中的适用性,为优化数据需求和有效管理资源提供了有效的筛选工具。
{"title":"Managing demand for the direct antiglobulin test with a big data-derived predictive equation.","authors":"David Ceacero-Marín, Isabel Puig-Pey Comas, Javier Nieto-Moragas, María J Castro-Castro, Anna Cortés Bosch De Bassea, Mónica Vidal-Pla, Lourdes Sánchez Navarro","doi":"10.1080/00365513.2025.2605640","DOIUrl":"https://doi.org/10.1080/00365513.2025.2605640","url":null,"abstract":"<p><strong>Background: </strong>The direct antiglobulin test (DAT) is a key diagnostic tool in evaluating autoimmune haemolytic anaemia. However, indiscriminately ordering this test, together with certain methodological limitations, can compromise the efficiency of the clinical laboratory. This study aimed to develop and validate a predictive equation to identify negative results, optimising the use of DAT while maintaining the quality of care.</p><p><strong>Methods: </strong>Through the laboratory information system (LIS), 1155 data were obtained from patients requesting DAT. A multiple logistic regression analysis was performed based on magnitudes related to haemolytic anaemia to obtain the best predictive model. The predictive equation obtained was: <i>p</i> = 1/(1 + e<sup>-z</sup>) where 'P' represents the probability that the DAT is positive and 'z' the equation with the variables included in the model. Subsequently, its diagnostic efficiency was evaluated using a receiver operating characteristic curve. Finally, the equation was validated using a new cohort of data (<i>N</i> = 164).</p><p><strong>Results: </strong>The 'z' value obtained from the best predictive equation was: <math><mrow><mrow><mi>z</mi></mrow><mo>=</mo><mo>-</mo><mn>2.884</mn><mo> </mo><mo>-</mo><mfenced><mrow><mn>0.373</mn><mtext> x Haptoglobin</mtext></mrow></mfenced><mo>+</mo><mfenced><mrow><mn>0.312</mn><mtext> x %Ret</mtext></mrow></mfenced><mo>.</mo></mrow></math> For the selected threshold, the equation demonstrated a sensitivity of 81.6%, a negative predictive value of 95.8%, and an area under the curve [95% confidence interval] of 0.812 [0.760-0.864]. According to the proposed equation, the performance of 61.6% of DAT would be reduced.</p><p><strong>Conclusions: </strong>The proposed equation has an excellent predictive ability for negative DATs. Its simple integration into the LIS confirms its applicability in routine clinical laboratory practice, providing an effective screening tool for optimising DAT demand and managing resources efficiently.</p>","PeriodicalId":21474,"journal":{"name":"Scandinavian Journal of Clinical & Laboratory Investigation","volume":" ","pages":"1-8"},"PeriodicalIF":1.4,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145782308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-17DOI: 10.1080/00365513.2025.2605636
Marcus Clarin, Joel Simrén, Johanna Svanberg, Hanna Fahlén, Ulf Andreasson, Henrik Zetterberg
Pneumatic tube systems (PTS) are routinely used in many hospitals for transporting collected body fluid samples and to reduce turnaround time. However, their use for transport of CSF is not widespread, in part due to ambiguous or non-existing data regarding possible impact on sample stability caused by PTS. This study investigates the effect of PTS transport on cell counts in CSF as well as on haemolysis. No statistical differences were observed on cell count for erythrocytes, leukocytes, lymphocytes, neutrophils, or monocytes as well as on haemolysis measured as absorbance at 415 nm. Therefore, it should be possible to use a PTS to transport CSF for these analyses.
{"title":"Influence of pneumatic tube system transport on cell count and spectrophotometry in cerebrospinal fluid.","authors":"Marcus Clarin, Joel Simrén, Johanna Svanberg, Hanna Fahlén, Ulf Andreasson, Henrik Zetterberg","doi":"10.1080/00365513.2025.2605636","DOIUrl":"https://doi.org/10.1080/00365513.2025.2605636","url":null,"abstract":"<p><p>Pneumatic tube systems (PTS) are routinely used in many hospitals for transporting collected body fluid samples and to reduce turnaround time. However, their use for transport of CSF is not widespread, in part due to ambiguous or non-existing data regarding possible impact on sample stability caused by PTS. This study investigates the effect of PTS transport on cell counts in CSF as well as on haemolysis. No statistical differences were observed on cell count for erythrocytes, leukocytes, lymphocytes, neutrophils, or monocytes as well as on haemolysis measured as absorbance at 415 nm. Therefore, it should be possible to use a PTS to transport CSF for these analyses.</p>","PeriodicalId":21474,"journal":{"name":"Scandinavian Journal of Clinical & Laboratory Investigation","volume":" ","pages":"1-6"},"PeriodicalIF":1.4,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145775518","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: To investigate chemiluminescence immunoassay (CLIA) in detecting anti-centromere antibodies (ACA) in primary biliary cholangitis (PBC) patients.
Methods: In this retrospective study, 165 patients diagnosed with PBC at Hangzhou Xixi Hospital between December 2020 and January 2023 were enrolled. ACA positivity was assessed using three methods: indirect immunofluorescence (IIF), line immunoassay (LIA), and CLIA. The agreement among the methods was evaluated using kappa statistics and correlation analysis. Logistic regression was used to assess the association between ACA positivity and portal hypertension. Receiver operating characteristic (ROC) curve analysis was performed to compare the predictive performance of CLIA and LIA for portal hypertension.
Results: Among the 165 PBC patients, 69 (41.8%), 68 (41.2%), and 66 (40.0%) were ACA-positive by IIF, LIA, and CLIA, respectively. CLIA showed excellent agreement with IIF (κ = 0.962) and LIA (κ = 0.975), and a strong correlation with LIA in quantitative detection (R = 0.893, p < 0.001). Logistic regression confirmed that ACA positivity was significantly associated with portal hypertension (OR = 2.726, 95% CI: 1.437-5.169, p = 0.002). CLIA demonstrated superior predictive performance over LIA for portal hypertension (AUC: 0.705 vs. 0.638, p = 0.001).
Conclusion: CLIA exhibits excellent concordance with conventional methods for detecting ACA and provides a broader linear range for quantitative assessment. ACA positivity was significantly associated with portal hypertension in PBC patients. The main advantage of CLIA lies in its precise quantification of ACA and prognostic value, highlighting its potential role in risk stratification and disease monitoring in PBC patients.
目的:探讨化学发光免疫分析法(CLIA)检测原发性胆道胆管炎(PBC)患者抗着丝粒抗体(ACA)的临床意义。方法:在这项回顾性研究中,纳入了2020年12月至2023年1月在杭州西溪医院诊断为PBC的165例患者。采用间接免疫荧光法(IIF)、细胞系免疫分析法(LIA)和CLIA三种方法评估ACA阳性。采用kappa统计和相关分析对各方法的一致性进行评价。采用Logistic回归评估ACA阳性与门静脉高压症之间的关系。采用受试者工作特征(ROC)曲线分析比较CLIA和LIA对门静脉高压症的预测效果。结果:165例PBC患者中,IIF、LIA、CLIA分别有69例(41.8%)、68例(41.2%)、66例(40.0%)为aca阳性。CLIA与IIF (κ = 0.962)和LIA (κ = 0.975)具有良好的一致性,在定量检测中与LIA有很强的相关性(R = 0.893, p = 0.002)。CLIA对门静脉高压的预测优于LIA (AUC: 0.705 vs. 0.638, p = 0.001)。结论:CLIA与传统的ACA检测方法具有良好的一致性,为定量评估提供了更广泛的线性范围。ACA阳性与PBC患者门静脉高压显著相关。CLIA的主要优势在于其对ACA的精确量化和预后价值,突出了其在PBC患者风险分层和疾病监测中的潜在作用。
{"title":"Quantitative detection of anti-centromere antibodies in primary biliary cholangitis: value of chemiluminescence immunoassay.","authors":"Yujiao Jin, Jing Wu, Shourong Liu, Kenv Pan, Xiaoxiao Huang","doi":"10.1080/00365513.2025.2598748","DOIUrl":"https://doi.org/10.1080/00365513.2025.2598748","url":null,"abstract":"<p><strong>Objective: </strong>To investigate chemiluminescence immunoassay (CLIA) in detecting anti-centromere antibodies (ACA) in primary biliary cholangitis (PBC) patients.</p><p><strong>Methods: </strong>In this retrospective study, 165 patients diagnosed with PBC at Hangzhou Xixi Hospital between December 2020 and January 2023 were enrolled. ACA positivity was assessed using three methods: indirect immunofluorescence (IIF), line immunoassay (LIA), and CLIA. The agreement among the methods was evaluated using kappa statistics and correlation analysis. Logistic regression was used to assess the association between ACA positivity and portal hypertension. Receiver operating characteristic (ROC) curve analysis was performed to compare the predictive performance of CLIA and LIA for portal hypertension.</p><p><strong>Results: </strong>Among the 165 PBC patients, 69 (41.8%), 68 (41.2%), and 66 (40.0%) were ACA-positive by IIF, LIA, and CLIA, respectively. CLIA showed excellent agreement with IIF (κ = 0.962) and LIA (κ = 0.975), and a strong correlation with LIA in quantitative detection (<i>R</i> = 0.893, <i>p</i> < 0.001). Logistic regression confirmed that ACA positivity was significantly associated with portal hypertension (OR = 2.726, 95% CI: 1.437-5.169, <i>p</i> = 0.002). CLIA demonstrated superior predictive performance over LIA for portal hypertension (AUC: 0.705 vs. 0.638, <i>p</i> = 0.001).</p><p><strong>Conclusion: </strong>CLIA exhibits excellent concordance with conventional methods for detecting ACA and provides a broader linear range for quantitative assessment. ACA positivity was significantly associated with portal hypertension in PBC patients. The main advantage of CLIA lies in its precise quantification of ACA and prognostic value, highlighting its potential role in risk stratification and disease monitoring in PBC patients.</p>","PeriodicalId":21474,"journal":{"name":"Scandinavian Journal of Clinical & Laboratory Investigation","volume":" ","pages":"1-7"},"PeriodicalIF":1.4,"publicationDate":"2025-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145701566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01DOI: 10.1080/00365513.2025.2582209
Serkan Günay, Ahmet Öztürk, Arda Tuna Pakkan, Anılcan Tahsin Karahan, Halil İbrahim Tekeli, Elif Özbek, Musa Yılmaz, Seval Komut, Yavuz Yiğit
Blood gas analyzers (BGAs) offer rapid results and operational convenience in emergency settings, whereas laboratory auto analyzers (LAAs) remain the reference standard despite slower processing. This study compared BGA and LAA measurements of sodium (Na), potassium (K), hemoglobin (Hb), and hematocrit (Hct). A secondary aim was to evaluate their agreement across acid-base subgroups and in cases of severe acidosis. This study included ≥18 years patients from January 1 to June 30, 2024. BGA and LAA results were compared overall and across acid-base subgroups. Patients with pH <7.20 were analyzed separately as the severe acidosis group. Bland-Altman analysis showed the following mean differences and 95% limits of agreement: Na, 1.36 ± 2.33 mmol/L (-3.21 to 5.92); K, 0.221 ± 0.197 mmol/L (-0.166 to 0.607); Hb, 0.531 ± 0.649 g/dL (-0.742 to 1.804); and Hct, 1.68% ± 2.60 (-3.42 to 6.78). At clinical decision thresholds, BGA demonstrated varying diagnostic performance with sensitivities and specificities of 56.9% and 95.8% for hyponatremia, 67.5% and 98.7% for hypernatremia, 95.4% and 95.6% for hypokalemia, 48.7% and 99.8% for hyperkalemia, and 73.4% and 99.9% for transfusion decisions, respectively. In patients with severe acidosis, correlations remained strong, though agreement limits were notably wider. BGA-derived K values showed acceptable agreement with LAA and may be used interchangeably. Hb and Hct did not meet agreement criteria, while Na may be acceptable with clinical correlation. In severe acidosis, none of the parameters achieved acceptable agreement, indicating that BGA results should be interpreted with caution in this subgroup.
{"title":"Comparison of Siemens Rapidlab 1200 blood gas analyzers and Beckman Coulter AU680 laboratory auto analyzers for sodium, potassium, hemoglobin and hematocrit parameters in emergency departments patients.","authors":"Serkan Günay, Ahmet Öztürk, Arda Tuna Pakkan, Anılcan Tahsin Karahan, Halil İbrahim Tekeli, Elif Özbek, Musa Yılmaz, Seval Komut, Yavuz Yiğit","doi":"10.1080/00365513.2025.2582209","DOIUrl":"https://doi.org/10.1080/00365513.2025.2582209","url":null,"abstract":"<p><p>Blood gas analyzers (BGAs) offer rapid results and operational convenience in emergency settings, whereas laboratory auto analyzers (LAAs) remain the reference standard despite slower processing. This study compared BGA and LAA measurements of sodium (Na), potassium (K), hemoglobin (Hb), and hematocrit (Hct). A secondary aim was to evaluate their agreement across acid-base subgroups and in cases of severe acidosis. This study included ≥18 years patients from January 1 to June 30, 2024. BGA and LAA results were compared overall and across acid<b>-</b>base subgroups. Patients with pH <7.20 were analyzed separately as the severe acidosis group. Bland-Altman analysis showed the following mean differences and 95% limits of agreement: Na, 1.36 ± 2.33 mmol/L (-3.21 to 5.92); K, 0.221 ± 0.197 mmol/L (-0.166 to 0.607); Hb, 0.531 ± 0.649 g/dL (-0.742 to 1.804); and Hct, 1.68% ± 2.60 (-3.42 to 6.78). At clinical decision thresholds, BGA demonstrated varying diagnostic performance with sensitivities and specificities of 56.9% and 95.8% for hyponatremia, 67.5% and 98.7% for hypernatremia, 95.4% and 95.6% for hypokalemia, 48.7% and 99.8% for hyperkalemia, and 73.4% and 99.9% for transfusion decisions, respectively. In patients with severe acidosis, correlations remained strong, though agreement limits were notably wider. BGA-derived K values showed acceptable agreement with LAA and may be used interchangeably. Hb and Hct did not meet agreement criteria, while Na may be acceptable with clinical correlation. In severe acidosis, none of the parameters achieved acceptable agreement, indicating that BGA results should be interpreted with caution in this subgroup.</p>","PeriodicalId":21474,"journal":{"name":"Scandinavian Journal of Clinical & Laboratory Investigation","volume":" ","pages":"1-10"},"PeriodicalIF":1.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145654926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-27DOI: 10.1080/00365513.2025.2592875
Imola Györfi, Ion Bogdan Mănescu, Oana Roxana Oprea, Antoanela Curici, Ana Maria Fotache, Minodora Dobreanu
Low-density lipoprotein cholesterol (LDL-C) remains a key biomarker for cardiovascular risk assessment. While the Friedewald equation is widely used for estimating LDL-C, its accuracy can vary across populations and analytical platforms. This study aimed to develop and validate population-specific, platform-adapted LDL-C equations in two independent cohorts and to compare their performance with the Friedewald equation. A retrospective analysis was conducted using lipid profiles from 31,265 individuals across two datasets: a tertiary hospital (n = 10,174; Roche Cobas platform) and a private laboratory (n = 21,091; Abbott Alinity platform). For each, two linear regression models (50:50 and 80:20 random training-validation splits) were used to develop LDL-C estimation equations using total cholesterol, high-density lipoprotein cholesterol, and triglycerides as predictors. Performance was evaluated by median absolute error (MAE), median percentage error (MPE), and agreement with direct LDL-C in clinical risk categories. The training/validation models performed nearly identically; therefore, only the 50:50 models were retained for the final analysis, with one equation generated for each platform. Both novel equations showed significantly lower MAE (-0.015 to -0.010 mmol/L) and MPE (-0.5% to -0.4%) compared to the Friedewald equation (-0.217 and -0.209 mmol/L MAE; -7.4% and -6.6% MPE) and had more balanced error distributions. The Roche Cobas-derived equation achieved higher overall classification accuracy (85.1%) than the Abbott Alinity-based model (78.6%), while both substantially outperformed Friedewald (67.1% and 65.3%) in all but the <1.03 mmol/L LDL-C category. Platform-specific, population-adapted LDL-C equations offer superior accuracy and risk classification over Friedewald. These findings further support the clinical relevance of implementing such equations; however, broader validation and formal guidance from professional bodies are needed to facilitate their integration into clinical practice.
{"title":"Toward accurate LDL-cholesterol estimation: platform-specific, population-based equations outperform Friedewald in two independent cohorts.","authors":"Imola Györfi, Ion Bogdan Mănescu, Oana Roxana Oprea, Antoanela Curici, Ana Maria Fotache, Minodora Dobreanu","doi":"10.1080/00365513.2025.2592875","DOIUrl":"https://doi.org/10.1080/00365513.2025.2592875","url":null,"abstract":"<p><p>Low-density lipoprotein cholesterol (LDL-C) remains a key biomarker for cardiovascular risk assessment. While the Friedewald equation is widely used for estimating LDL-C, its accuracy can vary across populations and analytical platforms. This study aimed to develop and validate population-specific, platform-adapted LDL-C equations in two independent cohorts and to compare their performance with the Friedewald equation. A retrospective analysis was conducted using lipid profiles from 31,265 individuals across two datasets: a tertiary hospital (<i>n</i> = 10,174; Roche Cobas platform) and a private laboratory (<i>n</i> = 21,091; Abbott Alinity platform). For each, two linear regression models (50:50 and 80:20 random training-validation splits) were used to develop LDL-C estimation equations using total cholesterol, high-density lipoprotein cholesterol, and triglycerides as predictors. Performance was evaluated by median absolute error (MAE), median percentage error (MPE), and agreement with direct LDL-C in clinical risk categories. The training/validation models performed nearly identically; therefore, only the 50:50 models were retained for the final analysis, with one equation generated for each platform. Both novel equations showed significantly lower MAE (-0.015 to -0.010 mmol/L) and MPE (-0.5% to -0.4%) compared to the Friedewald equation (-0.217 and -0.209 mmol/L MAE; -7.4% and -6.6% MPE) and had more balanced error distributions. The Roche Cobas-derived equation achieved higher overall classification accuracy (85.1%) than the Abbott Alinity-based model (78.6%), while both substantially outperformed Friedewald (67.1% and 65.3%) in all but the <1.03 mmol/L LDL-C category. Platform-specific, population-adapted LDL-C equations offer superior accuracy and risk classification over Friedewald. These findings further support the clinical relevance of implementing such equations; however, broader validation and formal guidance from professional bodies are needed to facilitate their integration into clinical practice.</p>","PeriodicalId":21474,"journal":{"name":"Scandinavian Journal of Clinical & Laboratory Investigation","volume":" ","pages":"1-10"},"PeriodicalIF":1.4,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145637681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hematology laboratories routinely face analytical challenges despite automation and standardized workflows. While Six Sigma metrics are increasingly applied in clinical chemistry, their use in hematology remains limited due to variability in Total Allowable Error (TEa) standards and lack of integrated assessment tools. This study aims to evaluate analytical performance in hematology by combining sigma metrics with an innovative graphic decision tool to guide quality control (QC) planning. A retrospective study over was conducted in a tertiary hematology lab. Internal Quality Control (IQC) and External Quality Assurance Scheme (EQAS) data for five analytes-hemoglobin, WBC, RBC, hematocrit, and platelet count-were analyzed using the Six Sigma model. TEa values were selected using a hierarchical approach based on the 2014 Milan Consensus, prioritizing biological variation, CLIA, and RCPA guidelines. A novel graphic tool was used to visualize performance zones and inform QC strategies. Sigma metrics varied across parameters and TEa sources. Hemoglobin demonstrated excellent performance (σ > 6), while hematocrit and platelet count showed sigma <3 under strict TEa. Graphic tool stratification revealed actionable insights; application of TEa optimization reclassified low-performing tests, significantly improving QC efficiency. Subsequent QGI calculations identified the predominant source of error. This study introduces a first-time application of a graphic tool in hematology for sigma visualization and QC planning. The dual-framework approach enhances diagnostic accuracy and resource utilization, offering a practical, scalable model for laboratories seeking personalized, risk-based quality management.
{"title":"Redefining quality targets: a first-time application of an innovative graphic tool in hematology using six sigma.","authors":"Poongodi Rajagopal, Arundhathi S, Jyotsna Naresh Bharti, Suneel Rachagiri, Ragavendran Paramasivam","doi":"10.1080/00365513.2025.2592228","DOIUrl":"https://doi.org/10.1080/00365513.2025.2592228","url":null,"abstract":"<p><p>Hematology laboratories routinely face analytical challenges despite automation and standardized workflows. While Six Sigma metrics are increasingly applied in clinical chemistry, their use in hematology remains limited due to variability in Total Allowable Error (TEa) standards and lack of integrated assessment tools. This study aims to evaluate analytical performance in hematology by combining sigma metrics with an innovative graphic decision tool to guide quality control (QC) planning. A retrospective study over was conducted in a tertiary hematology lab. Internal Quality Control (IQC) and External Quality Assurance Scheme (EQAS) data for five analytes-hemoglobin, WBC, RBC, hematocrit, and platelet count-were analyzed using the Six Sigma model. TEa values were selected using a hierarchical approach based on the 2014 Milan Consensus, prioritizing biological variation, CLIA, and RCPA guidelines. A novel graphic tool was used to visualize performance zones and inform QC strategies. Sigma metrics varied across parameters and TEa sources. Hemoglobin demonstrated excellent performance (σ > 6), while hematocrit and platelet count showed sigma <3 under strict TEa. Graphic tool stratification revealed actionable insights; application of TEa optimization reclassified low-performing tests, significantly improving QC efficiency. Subsequent QGI calculations identified the predominant source of error. This study introduces a first-time application of a graphic tool in hematology for sigma visualization and QC planning. The dual-framework approach enhances diagnostic accuracy and resource utilization, offering a practical, scalable model for laboratories seeking personalized, risk-based quality management.</p>","PeriodicalId":21474,"journal":{"name":"Scandinavian Journal of Clinical & Laboratory Investigation","volume":" ","pages":"1-12"},"PeriodicalIF":1.4,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145588871","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
There is limited evidence regarding the role of circulating neutrophil gelatinase-associated lipocalin (NGAL) in patients admitted with complications of cirrhosis. This prospective cohort study evaluated 161 adult patients hospitalized for acute decompensation (AD) of cirrhosis, with serum samples collected within 48 h of admission. The aim was to investigate the association between NGAL levels, acute kidney injury (AKI), and patient outcomes. Sixty patients presented with AKI at admission. Serum NGAL was independently associated with AKI (OR 1.019, 95% CI 1.012-1.027; p < 0.001), with levels increasing across AKI stages: no AKI (94.24 µg/L), stage 1 (179.20 µg/L), stage 2 (235.50 µg/L), and stage 3 (257.85 µg/L; p < 0.001). Hepatorenal syndrome (HRS) was associated with significantly higher NGAL compared to pre-renal AKI (259.70 vs. 179.30 µg/L; p = 0.002). NGAL predicted HRS with an AUROC of 0.837 (±0.064), with a negative predictive value of 94% for NGAL < 215.00 µg/L. It also predicted AKI reversibility, with an AUROC of 0.829 (±0.061) and a positive predictive value of 98% for NGAL < 242.00 µg/L. Furthermore, NGAL independently predicted 30-day mortality, with a survival probability of 90.8% for NGAL < 160 µg/L and 66.7% for NGAL ≥ 160 µg/L (p < 0.001). These findings support the clinical utility of circulating NGAL as a biomarker reflecting AKI phenotype and disease severity in patients acutely hospitalized for cirrhosis-related complications, with prognostic relevance.
关于循环中性粒细胞明胶酶相关脂钙蛋白(NGAL)在肝硬化并发症患者中的作用的证据有限。本前瞻性队列研究评估了161例因肝硬化急性失代偿(AD)住院的成年患者,并在入院48小时内采集血清样本。目的是研究NGAL水平、急性肾损伤(AKI)和患者预后之间的关系。60例患者入院时出现AKI。血清NGAL与AKI独立相关(OR 1.019, 95% CI 1.012-1.027; p p p = 0.002)。NGAL预测HRS的AUROC为0.837(±0.064),当NGAL < 215.00µg/L时,阴性预测值为94%。该方法还可预测AKI的可逆性,AUROC为0.829(±0.061),NGAL < 242.00µg/L的阳性预测值为98%。此外,NGAL独立预测30天死亡率,NGAL < 160µg/L的生存率为90.8%,NGAL≥160µg/L的生存率为66.7%
{"title":"Circulating NGAL as a multipurpose biomarker in patients hospitalized for acute decompensation of cirrhosis.","authors":"Elayne Cristina de Morais Rateke, Camila Matiollo, Emerita Quintina de Andrade Moura, Michelle Andrigueti, Claudia Maccali, Janaína Sant'Ana Fonseca, Sabine Machado Fiorenza Canova, Janaína Luz Narciso-Schiavon, Leonardo Lucca Schiavon","doi":"10.1080/00365513.2025.2590206","DOIUrl":"https://doi.org/10.1080/00365513.2025.2590206","url":null,"abstract":"<p><p>There is limited evidence regarding the role of circulating neutrophil gelatinase-associated lipocalin (NGAL) in patients admitted with complications of cirrhosis. This prospective cohort study evaluated 161 adult patients hospitalized for acute decompensation (AD) of cirrhosis, with serum samples collected within 48 h of admission. The aim was to investigate the association between NGAL levels, acute kidney injury (AKI), and patient outcomes. Sixty patients presented with AKI at admission. Serum NGAL was independently associated with AKI (OR 1.019, 95% CI 1.012-1.027; <i>p</i> < 0.001), with levels increasing across AKI stages: no AKI (94.24 µg/L), stage 1 (179.20 µg/L), stage 2 (235.50 µg/L), and stage 3 (257.85 µg/L; <i>p</i> < 0.001). Hepatorenal syndrome (HRS) was associated with significantly higher NGAL compared to pre-renal AKI (259.70 vs. 179.30 µg/L; <i>p</i> = 0.002). NGAL predicted HRS with an AUROC of 0.837 (±0.064), with a negative predictive value of 94% for NGAL < 215.00 µg/L. It also predicted AKI reversibility, with an AUROC of 0.829 (±0.061) and a positive predictive value of 98% for NGAL < 242.00 µg/L. Furthermore, NGAL independently predicted 30-day mortality, with a survival probability of 90.8% for NGAL < 160 µg/L and 66.7% for NGAL ≥ 160 µg/L (<i>p</i> < 0.001). These findings support the clinical utility of circulating NGAL as a biomarker reflecting AKI phenotype and disease severity in patients acutely hospitalized for cirrhosis-related complications, with prognostic relevance.</p>","PeriodicalId":21474,"journal":{"name":"Scandinavian Journal of Clinical & Laboratory Investigation","volume":" ","pages":"1-12"},"PeriodicalIF":1.4,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145550409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-15DOI: 10.1080/00365513.2025.2588772
Serkan Bilge Koca, Burhan Balta
Familial hypocalciuric hypercalcemia (FHH) is a genetically heterogeneous autosomal dominant disorder of calcium homeostasis, which is usually asymptomatic and characterized by low or normal phosphorus, inappropriately normal or elevated PTH, and low fractional excretion of calcium (FECa) in addition to hypercalcemia. Loss-of-function mutations in the G protein subunit alpha 11 (GNA11) gene, an important downstream signaling partner of the Calcium-sensing receptor (CaSR), cause FHH type 2. We reviewed the GNA11 gene-associated FHH type 2. A 14-year-old male was referred due to hypercalcemia (2.89 mmol/L). Slightly elevated PTH (7.95 pmol/L), but normal phosphorus (1.19 mmol/L), alkaline phosphatase (271 U/L), magnesium (0.95 mmol/L), and albumin (43 g/L) levels were detected. The FECa was found to be low when serum calcium was high (FECa was <0.01%, and <0.01% on two separate tests). A homozygous c.301T > C, p.Y101H variant was detected in the GNA11 gene. The same variant was detected heterozygous for both parents. While the calcium levels of the mother and father were normal, their spot urinary FECa was found low (Ca: 2.47 mmol/L, FECa: <0.01%, and Ca: 2.45 mmol/L, FECa: 0.01%, respectively). Hypocalciuria without hypercalcemia can be detected in cases heterozygous for the GNA11 gene mutation. Severe hypercalcemia may not occur in homozygous cases.
{"title":"A novel homozygous c.301T > C, p.Y101H variant in the GNA11 gene is implicated in familial hypocalciuric hypercalcemia type 2 in a proband with the heterozygous variant present in mother and father - A case report.","authors":"Serkan Bilge Koca, Burhan Balta","doi":"10.1080/00365513.2025.2588772","DOIUrl":"https://doi.org/10.1080/00365513.2025.2588772","url":null,"abstract":"<p><p>Familial hypocalciuric hypercalcemia (FHH) is a genetically heterogeneous autosomal dominant disorder of calcium homeostasis, which is usually asymptomatic and characterized by low or normal phosphorus, inappropriately normal or elevated PTH, and low fractional excretion of calcium (FECa) in addition to hypercalcemia. Loss-of-function mutations in the G protein subunit alpha 11 (<i>GNA11)</i> gene, an important downstream signaling partner of the Calcium-sensing receptor (CaSR), cause FHH type 2. We reviewed the <i>GNA11</i> gene-associated FHH type 2. A 14-year-old male was referred due to hypercalcemia (2.89 mmol/L). Slightly elevated PTH (7.95 pmol/L), but normal phosphorus (1.19 mmol/L), alkaline phosphatase (271 U/L), magnesium (0.95 mmol/L), and albumin (43 g/L) levels were detected. The FECa was found to be low when serum calcium was high (FECa was <0.01%, and <0.01% on two separate tests). A homozygous c.301T > C, p.Y101H variant was detected in the <i>GNA11</i> gene. The same variant was detected heterozygous for both parents. While the calcium levels of the mother and father were normal, their spot urinary FECa was found low (Ca: 2.47 mmol/L, FECa: <0.01%, and Ca: 2.45 mmol/L, FECa: 0.01%, respectively). Hypocalciuria without hypercalcemia can be detected in cases heterozygous for the <i>GNA11</i> gene mutation. Severe hypercalcemia may not occur in homozygous cases.</p>","PeriodicalId":21474,"journal":{"name":"Scandinavian Journal of Clinical & Laboratory Investigation","volume":" ","pages":"1-5"},"PeriodicalIF":1.4,"publicationDate":"2025-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145530924","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-12DOI: 10.1080/00365513.2025.2585472
Ronja Lundbergs, Nora Bimer Annell, Cecilia Kennbäck, Amra Jujic, Hannes Holm, Anders Christensson, Agne Laucyte-Cibulskiene
Early kidney function decline may be associated with reduced filtration of middle-sized molecules, currently defined as selective glomerular hypofiltration syndrome (SGHS), and driven by the accumulation of atherosclerosis-promoting proteins. We aimed to investigate whether SGHS and other markers of kidney function are associated with subclinical atherosclerosis as evaluated by intima-media thickness (IMT) in the carotid arteries, and whether these associations differ by sex. Data from 2,902 individuals in the 'Malmö Diet Cancer Study', with a mean age of 56 years ± 6, none of whom had a prior diagnosis of cardiovascular disease or diabetes, were followed for 17 years (IQR 2). Kidney function was estimated using glomerular filtration equations based on cystatin C and creatinine (eGFRcys and eGFRcr). The ratio eGFRcys/eGFRcr was used to assess glomerular filtration capacity and eGFR slopes were calculated. Two indices of atherosclerosis were utilized: (1) IMT of a. carotis communis (IMTCCA), (2) IMT of the far wall of the carotid bulb, both at baseline and follow-up (IMTBULB). In women, the eGFRcys/eGFRcr ratio was associated with the annual progression of IMTBULB. Additionally, the eGFRcys/eGFRcys ratio was associated with IMTBULB values greater than 1.5 mm at follow-up. In men, only eGFRcys slope was predictive of being in the sex-specific 75th percentile of IMTCCA at follow-up; no such association was found in women. Overall, SGHS was associated with the progression of IMTBULB, plaque presence, and greater IMT thickness at follow-up in women. In men, only a faster decline in eGFRcys was associated with plaque presence (IMTBULB above 1.5 mm), independent of traditional cardiovascular risk factors.
{"title":"Exploring the link between selective glomerular filtration and intima media thickness.","authors":"Ronja Lundbergs, Nora Bimer Annell, Cecilia Kennbäck, Amra Jujic, Hannes Holm, Anders Christensson, Agne Laucyte-Cibulskiene","doi":"10.1080/00365513.2025.2585472","DOIUrl":"https://doi.org/10.1080/00365513.2025.2585472","url":null,"abstract":"<p><p>Early kidney function decline may be associated with reduced filtration of middle-sized molecules, currently defined as selective glomerular hypofiltration syndrome (SGHS), and driven by the accumulation of atherosclerosis-promoting proteins. We aimed to investigate whether SGHS and other markers of kidney function are associated with subclinical atherosclerosis as evaluated by intima-media thickness (IMT) in the carotid arteries, and whether these associations differ by sex. Data from 2,902 individuals in the 'Malmö Diet Cancer Study', with a mean age of 56 years ± 6, none of whom had a prior diagnosis of cardiovascular disease or diabetes, were followed for 17 years (IQR 2). Kidney function was estimated using glomerular filtration equations based on cystatin C and creatinine (eGFRcys and eGFRcr). The ratio eGFRcys/eGFRcr was used to assess glomerular filtration capacity and eGFR slopes were calculated. Two indices of atherosclerosis were utilized: (1) IMT of <i>a. carotis communis</i> (IMT<sub>CCA</sub>), (2) IMT of the far wall of the carotid bulb, both at baseline and follow-up (IMT<sub>BULB</sub>). In women, the eGFRcys/eGFRcr ratio was associated with the annual progression of IMT<sub>BULB</sub>. Additionally, the eGFRcys/eGFRcys ratio was associated with IMT<sub>BULB</sub> values greater than 1.5 mm at follow-up. In men, only eGFRcys slope was predictive of being in the sex-specific 75<sup>th</sup> percentile of IMT<sub>CCA</sub> at follow-up; no such association was found in women. Overall, SGHS was associated with the progression of IMT<sub>BULB</sub>, plaque presence, and greater IMT thickness at follow-up in women. In men, only a faster decline in eGFRcys was associated with plaque presence (IMT<sub>BULB</sub> above 1.5 mm), independent of traditional cardiovascular risk factors.</p>","PeriodicalId":21474,"journal":{"name":"Scandinavian Journal of Clinical & Laboratory Investigation","volume":" ","pages":"1-12"},"PeriodicalIF":1.4,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145496600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-12DOI: 10.1080/00365513.2025.2585469
Arne Åsberg, Ingrid Alsos Lian, Gustav Mikkelsen, Øyvind Skadberg
The concentration of methylmalonic acid (MMA) in plasma increases in patients with cobalamin deficiency (CD). Independent of the cobalamin status, MMA also increases with decreasing glomerular filtration rate (GFR). Therefore, the physician who assesses MMA values must consider the patients' renal function. In order to avoid intuitive assessments, we have suggested that the laboratory should adjust MMA to an estimated GFR (eGFR) value of 100 mL/min/1.73 m2. We named this measure MMA100 (Åsberg et al.). Now, we used a large clinical data set to compare three characteristics of MMA100 and MMA: The relation to eGFR, the diagnostic accuracy, and the upper reference limits for various age groups. In this material, MMA100 was not totally unrelated to eGFR, but far less so than MMA. MMA100 also had a higher diagnostic accuracy than MMA. The upper reference limits of MMA100 varied less with age than those of MMA. In conclusion, MMA100 was a better biomarker of CD than MMA.
{"title":"Testing MMA<sub>100</sub> - the eGFR-adjusted concentration of methylmalonic acid in plasma.","authors":"Arne Åsberg, Ingrid Alsos Lian, Gustav Mikkelsen, Øyvind Skadberg","doi":"10.1080/00365513.2025.2585469","DOIUrl":"10.1080/00365513.2025.2585469","url":null,"abstract":"<p><p>The concentration of methylmalonic acid (MMA) in plasma increases in patients with cobalamin deficiency (CD). Independent of the cobalamin status, MMA also increases with decreasing glomerular filtration rate (GFR). Therefore, the physician who assesses MMA values must consider the patients' renal function. In order to avoid intuitive assessments, we have suggested that the laboratory should adjust MMA to an estimated GFR (eGFR) value of 100 mL/min/1.73 m<sup>2</sup>. We named this measure MMA<sub>100</sub> (Åsberg et al.). Now, we used a large clinical data set to compare three characteristics of MMA<sub>100</sub> and MMA: The relation to eGFR, the diagnostic accuracy, and the upper reference limits for various age groups. In this material, MMA<sub>100</sub> was not totally unrelated to eGFR, but far less so than MMA. MMA<sub>100</sub> also had a higher diagnostic accuracy than MMA. The upper reference limits of MMA<sub>100</sub> varied less with age than those of MMA. In conclusion, MMA<sub>100</sub> was a better biomarker of CD than MMA.</p>","PeriodicalId":21474,"journal":{"name":"Scandinavian Journal of Clinical & Laboratory Investigation","volume":" ","pages":"1-5"},"PeriodicalIF":1.4,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145496243","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}