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Liao WR, Lin JT, Lin PC, Chen CC, Huang CF, Chen HM, Chen SF. Advancing Targeted Metabolomics Using Cyanopropyl-Based Liquid Chromatography Tandem Mass Spectrometry. Anal Chem 2024; 96:18625-18634. [PMID: 39546327 DOI: 10.1021/acs.analchem.4c01939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2024]
Abstract
The change of metabolic pathways is recognized as the key to disease discovery prompting the development of ultra high performance liquid chromatography-tandem mass spectrometry (UHPLC-MS/MS)-based quantitative platforms to explore the dynamic metabolite profiles of organisms. In this study, a liquid chromatography method based on cyanopropyl (CN) was developed. By adjusting the pH environment of the column, we achieved the elution of 51 metabolites spanning the most comprehensive set of biological pathways currently known. Offering rapid chromatography, efficient separation, and green chemistry benefits, the method encompasses nucleosides and nucleotides, the oxidative-redox metabolome, the glycolysis pathway, the pentose phosphate pathway, the purine de novo pathway, amino acids, and neurological disorder-related metabolites. The mass spectrometry was equipped with electrospray ionization in both positive and negative modes with scheduled multiple reactions monitoring. The validation of the method involved a comprehensive assessment of linearity, accuracy, precision, and matrix effect. The linear range was from 1.0 to 2000 ng mL-1 with a high correlation coefficient (r > 0.99). The LOD ranged from 0.1 to 10 ng mL-1, and the LOQ ranged from 0.1 to 25 ng mL-1. The overall recovery ranged from 81.3% to 117.8%, with RSD < 15.1%. Subsequently, an analysis of metabolites was conducted in dSH-SY5Y neuroblastoma cells with 6-hydroxydopamine, a commonly used neurotoxin in neurodegenerative diseases. The results demonstrate that neurotoxin-induced mitochondrial damage significantly altered related analytes, corroborating previous estimates and validating the feasibility and reliability of the bioanalytical platform.
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Affiliation(s)
- Wan-Rou Liao
- Department of Chemistry, National Taiwan Normal University, No. 88, Sec. 4, Ting-Chow Rd., Taipei 11677, Taiwan
- Energenesis Biomedical Co., Ltd., 6F.-3, No. 21, Ln. 583, Ruiguang Rd., Neihu Dist., Taipei 11492, Taiwan
| | - Jiun-Tsai Lin
- Energenesis Biomedical Co., Ltd., 6F.-3, No. 21, Ln. 583, Ruiguang Rd., Neihu Dist., Taipei 11492, Taiwan
| | - Pei-Chen Lin
- Department of Chemistry, National Taiwan Normal University, No. 88, Sec. 4, Ting-Chow Rd., Taipei 11677, Taiwan
| | - Chin-Chen Chen
- Energenesis Biomedical Co., Ltd., 6F.-3, No. 21, Ln. 583, Ruiguang Rd., Neihu Dist., Taipei 11492, Taiwan
| | - Chun-Fang Huang
- Energenesis Biomedical Co., Ltd., 6F.-3, No. 21, Ln. 583, Ruiguang Rd., Neihu Dist., Taipei 11492, Taiwan
| | - Han-Min Chen
- Energenesis Biomedical Co., Ltd., 6F.-3, No. 21, Ln. 583, Ruiguang Rd., Neihu Dist., Taipei 11492, Taiwan
| | - Sung-Fang Chen
- Department of Chemistry, National Taiwan Normal University, No. 88, Sec. 4, Ting-Chow Rd., Taipei 11677, Taiwan
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Lin R, Cai Y, Huang Y, Li X, Chen Y, Chen B, Lai K, Wu J, Cheng Y, Liu M, Chen Y, Qiu H. Comparison of whole-blood sirolimus concentrations measured by EMIT-based Siemens Viva-ProE® System and LC-MS/MS in Chinese transplant patients. J Pharm Biomed Anal 2024; 247:116271. [PMID: 38850850 DOI: 10.1016/j.jpba.2024.116271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 05/28/2024] [Accepted: 06/01/2024] [Indexed: 06/10/2024]
Abstract
Sirolimus (SRL) is commonly used in transplant patients to prevent organ transplant rejection. The current guidelines recommend to perform SRL therapeutic drug monitoring regularly to improve treatment outcomes and avoid adverse effects. Consequently, a precise and accurate method for determining SRL is crucial in clinical practice. Currently, liquid chromatography-tandem mass spectrometry (LC-MS/MS) and immunoassays have been widely adopted for determining SRL concentrations. However, previous studies have shown that immunoassays exhibit a positive bias compared to LC-MS/MS. As the new updated version of the EMIT-based Viva-E® System (SVPS), this study aims to compare SRL blood concentrations measured by the SVPS and LC-MS/MS. The residual whole-blood samples obtained from transplant patients were simultaneously analyzed using the SVPS and LC-MS/MS, respectively. The correlation between the two assays was analyzed using the linear regression analysis and Deming linear regression. The Pearson correlation coefficient and Intraclass correlation coefficient (ICC) analysis were executed. The Paired Wilcoxon test and Bland-Altman analysis were performed to assess the concordance between the two methods. The SVPS considerably increased SRL concentration value by 46.62 % as compared to the LC-MS/MS method. When SRL concentrations measured by the SVPS were above 4.0 ng/mL, there was no significant difference between the corrected SVPS concentrations after using the Deming linear regression equation, indicating their interchangeability. Given the significant disparities observed between EMIT and LC-MS/MS, it is crucial to indicate the methodology and instruments in both TDM reports and future clinical guidelines. Our study also provides the conversion formulas between the SVPS and LC-MS/MS, which can be applied as a reference for different clinical centers.
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Affiliation(s)
- Rongqi Lin
- Department of Pharmacy, Shanghang County Hospital, Shanghang 364200, People's Republic of China; Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou 350001, People's Republic of China; The School of Pharmacy, Fujian Medical University, Fuzhou 350004, People's Republic of China
| | - Yipeng Cai
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou 350001, People's Republic of China
| | - Yingbin Huang
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou 350001, People's Republic of China; The School of Pharmacy, Fujian Medical University, Fuzhou 350004, People's Republic of China
| | - Xueyong Li
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou 350001, People's Republic of China; The School of Pharmacy, Fujian Medical University, Fuzhou 350004, People's Republic of China
| | - Yiying Chen
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou 350001, People's Republic of China; The School of Pharmacy, Fujian Medical University, Fuzhou 350004, People's Republic of China
| | - Bo Chen
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou 350001, People's Republic of China; The School of Pharmacy, Fujian Medical University, Fuzhou 350004, People's Republic of China
| | - Kaixian Lai
- Department of Pharmacy, Pinghe County Hospital, Pinghe 363700, People's Republic of China
| | - Junnan Wu
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou 350001, People's Republic of China; The School of Pharmacy, Fujian Medical University, Fuzhou 350004, People's Republic of China
| | - Yu Cheng
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou 350001, People's Republic of China
| | - Maobai Liu
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou 350001, People's Republic of China
| | - Yisheng Chen
- Department of Pharmacy, Shanghang County Hospital, Shanghang 364200, People's Republic of China.
| | - Hongqiang Qiu
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou 350001, People's Republic of China; The School of Pharmacy, Fujian Medical University, Fuzhou 350004, People's Republic of China.
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3
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Junger S, Hoene M, Shipkova M, Danzl G, Schöberl C, Peter A, Lehmann R, Wieland E, Braitmaier H. Automated LC-MS/MS: Ready for the clinical routine Laboratory? J Mass Spectrom Adv Clin Lab 2023; 30:1-9. [PMID: 37583571 PMCID: PMC10423925 DOI: 10.1016/j.jmsacl.2023.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 07/27/2023] [Accepted: 07/31/2023] [Indexed: 08/17/2023] Open
Abstract
Background Liquid chromatography-tandem mass spectrometry (LC-MS/MS) is a sensitive method with high specificity. However, its routine use in the clinical laboratory is hampered by its high complexity and lack of automation. Studies demonstrate excellent analytical performance using the first fully automated LC-MS/MS for 25-hydroxy vitamin D and immunosuppressant drugs (ISD) in hospital routine laboratories. Objectives Our objectives were (1) to verify the suitability of an automated LC-MS/MS in a commercial laboratory, which differs from the needs of hospital laboratories, and (2) examine its usability among operators with various professional backgrounds. Methods We assessed the analytical assay performance for vitamin D and the ISDs cyclosporine A and tacrolimus over five months. The assays were compared to an identical analyzer in a hospital laboratory, to in-house LC-MS/MS methods, and to chemiluminescent microparticle immunoassays (CMIA). Nine operators evaluated the usability of the fully automated LC-MS/MS system by means of a structured questionnaire. Results The automated system exhibited a high precision (CV < 8%), accuracy (bias < 7%) and good agreement with concentrations of external quality assessment (EQA) samples. Comparable results were obtained with an identical analyzer in a hospital routine laboratory. Acceptable median deviations of results versus an in-house LC-MS/MS were observed for 25-OH vitamin D3 (-10.6%), cyclosporine A (-4.3%) and tacrolimus (-6.6%). The median bias between the automated system and immunoassays was only acceptable for 25-OH vitamin D3 (6.6%). All users stated that they had had a good experience with the fully automated LC-MS/MS system. Conclusions A fully automated LC-MS/MS can be easily integrated for routine diagnostics in a commercial laboratory.
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Affiliation(s)
- Sina Junger
- SYNLAB MVZ Leinfelden-Echterdingen GmbH, Leinfelden-Echterdingen, Germany
| | - Miriam Hoene
- Institute for Clinical Chemistry and Pathobiochemistry, Department for Diagnostic Laboratory Medicine, University Hospital Tübingen, Tübingen, Germany
| | - Maria Shipkova
- SYNLAB MVZ Leinfelden-Echterdingen GmbH, Leinfelden-Echterdingen, Germany
| | | | - Christof Schöberl
- SYNLAB MVZ Leinfelden-Echterdingen GmbH, Leinfelden-Echterdingen, Germany
| | - Andreas Peter
- Institute for Clinical Chemistry and Pathobiochemistry, Department for Diagnostic Laboratory Medicine, University Hospital Tübingen, Tübingen, Germany
| | - Rainer Lehmann
- Institute for Clinical Chemistry and Pathobiochemistry, Department for Diagnostic Laboratory Medicine, University Hospital Tübingen, Tübingen, Germany
| | - Eberhard Wieland
- SYNLAB MVZ Leinfelden-Echterdingen GmbH, Leinfelden-Echterdingen, Germany
| | - Helmine Braitmaier
- SYNLAB MVZ Leinfelden-Echterdingen GmbH, Leinfelden-Echterdingen, Germany
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Yuan YS, Liao JM, Kang CM, Li BL, Lei XR, Yu KW, Chen L, Dong H, Ke PF, Xiao Y, Huang XZ, Zhao BB. A simple and accurate LC‑MS/MS method for monitoring cyclosporin A that is suitable for high throughput analysis. Exp Ther Med 2023; 26:342. [PMID: 37383376 PMCID: PMC10294601 DOI: 10.3892/etm.2023.12041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Accepted: 02/14/2023] [Indexed: 06/30/2023] Open
Abstract
With time, the number of samples in clinical laboratories from therapeutic drug monitoring has increased. Existing analytical methods for blood cyclosporin A (CSA) monitoring, such as high-performance liquid chromatography (HPLC) and immunoassays, have limitations including cross-reactivity, time consumption, and the complicated procedures involved. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) has long been considered the reference standard owing to its high accuracy, specificity, and sensitivity. However, large numbers of blood samples, multi-step preparation procedures, and longer analytical times (2.5-20 min) are required as a consequence of the different technical strategies, to ensure good analytical performance and routine quality assurance. A stable, reliable, and high throughput detection method will save personnel time and reduce laboratory costs. Therefore, a high throughput and simple LC-MS/MS method was developed and validated for the detection of whole-blood CSA with CSA-d12 as the internal standard in the present study. Whole blood samples were prepared through a modified one-step protein precipitation method. A C18 column (50x2.1 mm, 2.7 µm) with a mobile phase flow rate of 0.5 ml/min was used for chromatographic separation with a total running time of 4.3 min to avoid the matrix effect. To protect the mass spectrometer, only part of the sample after LC separation was allowed to enter the mass spectrum, using two HPLC systems coupled to one mass spectrometry. In this way, throughput was improved with detection of two samples possible within 4.3 min using a shorter analytical time for each sample of 2.15 min. This modified LC-MS/MS method showed excellent analytical performance and demonstrated less matrix effect and a wide linear range. The design of multi-LC systems coupled with one mass spectrometry may play a notable role in the improvement of daily detection throughput, speeding up LC-MS/MS, and allowing it to be an integral part of continuous diagnostics in the near future.
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Affiliation(s)
- Ying-Shi Yuan
- Department of Laboratory Medicine, The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
- Department of Laboratory Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
| | - Jia-Min Liao
- Department of Laboratory Medicine, The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
- Department of Laboratory Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
| | - Chun-Min Kang
- Department of Laboratory Medicine, The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
- Department of Laboratory Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
| | - Bing-Ling Li
- Guangzhou KingMed Center for Clinical Laboratory Co., Ltd.; KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, Guangdong 510120, P.R. China
| | - Xu-Ri Lei
- Department of Laboratory Medicine, The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
| | - Ke-Wei Yu
- Department of Laboratory Medicine, The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
- Department of Laboratory Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
| | - Lu Chen
- Department of Laboratory Medicine, The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
- Department of Laboratory Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
| | - Heng Dong
- Guangzhou KingMed Center for Clinical Laboratory Co., Ltd.; KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, Guangdong 510120, P.R. China
| | - Pei-Feng Ke
- Department of Laboratory Medicine, The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
- Department of Laboratory Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
| | - Yao Xiao
- Department of Laboratory Medicine, The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
| | - Xian-Zhang Huang
- Department of Laboratory Medicine, The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
- Department of Laboratory Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong 510120, P.R. China
| | - Bei-Bei Zhao
- Guangzhou KingMed Center for Clinical Laboratory Co., Ltd.; KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, Guangdong 510120, P.R. China
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Yu KW, Li BL, Yuan YS, Liao JM, Li WK, Dong H, Ke PF, Jin X, Chen L, Zhao JJ, Wang H, Cao SW, Chen WY, Huang XZ, Zhao BB, Kang CM. A modified LC-MS/MS method for the detection of whole blood tacrolimus and its clinical value in Chinese kidney transplant patients. Heliyon 2022; 8:e10214. [PMID: 36042743 PMCID: PMC9420483 DOI: 10.1016/j.heliyon.2022.e10214] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 06/12/2022] [Accepted: 08/03/2022] [Indexed: 11/26/2022] Open
Abstract
Background For patients who treated with tacrolimus after kidney transplant, therapeutic drug monitoring is essential to improve their prognosis. However, previous detection methods have limitations, such as the overestimation and unacceptable bias in the immunoassays. Precision medicine has been challenged. The liquid chromatography-tandem mass spectrometry (LC-MS/MS) method is recognized as the gold standard due to its accuracy and specificity, but lack of throughput and complex process limits its clinical application. Therefore, an accurate, simple and high throughput method for tacrolimus monitoring is needed for clinical practice. Methods A modified LC-MS/MS method was introduced and validated. Whole blood samples were prepared by a one-step protein precipitation method. Chromatographic separation was achieved using a Phenomenex Kinetex 2.6 μm XB-C18 2.1 × 50 mm column with a total run time of 3.5 min to avoid matrix effect. An electrospray ionization source (ESI) was used in positive ion multiple reaction monitoring (MRM) mode for mass spectrometric detection. In order to protect the mass spectrometer, only part of the sample after LC separation was allowed to enter the mass spectrum, through a two HPLC systems coupled one mass spectrometry design. In this way, the instrument throughput is also improved and realizing the detection of 2 samples within 3.5 min and carried out a shorter analyzing time for each sample of 1.75 min. Additionally, we calculated tacrolimus-intrapatient variant (Tac-IPV) based on this modified method and assessed the prognostic value of Tac-IPV in Chinese kidney transplant patients. Results The LC-MS/MS was modified by streamlining the procedure and increasing the throughput. The method proved to be accurate and reproducible with all performance parameters suitably meeting the clinical requirements over a calibration ranged from 0.37 to 42.90 ng/mL. Parameters such as linearity, limit of quantification (LoQ) and dilution integrity were validated with a clinical reportable range from 0.37 to 343.20 ng/mL, which was particularly useful for high drug concentrations patients (rare but very serious). Both cross-contamination and matrix effects were negligible. Clinical data of 83 patients showed that Tac-IPV was associated with poor kidney transplant outcome in Chinese (Hazard Ratio (HR) = 3.96, 4.75; 95% Cl: 1.10–14.21, 1.23–18.36; P < 0.05). Conclusions This modified LC-MS/MS method possessed high throughput and simple sample preparation, allowing it to meet daily clinical needs. At the same time, Tac-IPV based on this modified LC-MS/MS had excellent prognostic value in kidney transplantation. These advantages have great significance for the individualized treatment of Chinese kidney transplant patients and broad application of Tac-IPV.
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Affiliation(s)
- Ke-Wei Yu
- Department of Laboratory Medicine, Second Clinical Medical College, Guangzhou University of Traditional Chinese Medicine, China
| | - Bing-Ling Li
- Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, Guangdong 510120, China
| | - Ying-Shi Yuan
- Department of Laboratory Medicine, Second Clinical Medical College, Guangzhou University of Traditional Chinese Medicine, China
| | - Jia-Min Liao
- Department of Laboratory Medicine, Second Clinical Medical College, Guangzhou University of Traditional Chinese Medicine, China
| | - Wei-Kang Li
- Department of Laboratory Medicine, Second Clinical Medical College, Guangzhou University of Traditional Chinese Medicine, China
| | - Heng Dong
- Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, Guangdong 510120, China
| | - Pei-Feng Ke
- Department of Laboratory Medicine, Second Clinical Medical College, Guangzhou University of Traditional Chinese Medicine, China
| | - Xing Jin
- Department of Laboratory Medicine, Second Clinical Medical College, Guangzhou University of Traditional Chinese Medicine, China
| | - Lu Chen
- Department of Laboratory Medicine, Second Clinical Medical College, Guangzhou University of Traditional Chinese Medicine, China
| | - Jing-Jing Zhao
- Department of Laboratory Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, China
| | - Heng Wang
- Department of Laboratory Medicine, Second Clinical Medical College, Guangzhou University of Traditional Chinese Medicine, China
| | - Shun-Wang Cao
- Department of Laboratory Medicine, Second Clinical Medical College, Guangzhou University of Traditional Chinese Medicine, China
| | - Wei-Ye Chen
- Department of Laboratory Medicine, Second Clinical Medical College, Guangzhou University of Traditional Chinese Medicine, China
| | - Xian-Zhang Huang
- Department of Laboratory Medicine, Second Clinical Medical College, Guangzhou University of Traditional Chinese Medicine, China.,Department of Laboratory Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong 510120, China
| | - Bei-Bei Zhao
- Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, Guangdong 510120, China
| | - Chun-Min Kang
- Department of Laboratory Medicine, Second Clinical Medical College, Guangzhou University of Traditional Chinese Medicine, China.,Department of Laboratory Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong 510120, China
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Verougstraete N, Verstraete AG, Stove V, Oyaert M. Reformulated Architect ® cyclosporine CMIA assay: improved imprecision, worse comparability between methods. Clin Chem Lab Med 2020; 59:e209-e212. [PMID: 33554524 DOI: 10.1515/cclm-2020-1500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 11/12/2020] [Indexed: 11/15/2022]
Affiliation(s)
- Nick Verougstraete
- Department of Laboratory Medicine, Ghent University Hospital, Ghent, Belgium
| | - Alain G Verstraete
- Department of Laboratory Medicine, Ghent University Hospital, Ghent, Belgium.,Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Veronique Stove
- Department of Laboratory Medicine, Ghent University Hospital, Ghent, Belgium.,Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Matthijs Oyaert
- Department of Laboratory Medicine, Ghent University Hospital, Ghent, Belgium
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