Big data and reference intervals: rationale, current practices, harmonization and standardization prerequisites and future perspectives of indirect determination of reference intervals using routine data-Reference-Cited by-同舟云学术

Big data and reference intervals: rationale, current practices, harmonization and standardization prerequisites and future perspectives of indirect determination of reference intervals using routine data

Published:2020-08-08 Issue:1 Volume:2 Page:9-16
ISSN:2628-491X
Container-title:Advances in Laboratory Medicine / Avances en Medicina de Laboratorio
language:en
Short-container-title:

Author:

Martinez-Sanchez Luisa¹²³^ORCID,Marques-Garcia Fernando⁴,Ozarda Yesim⁵,Blanco Albert¹,Brouwer Nannette⁶,Canalias Francesca⁷,Cobbaert Christa²,Thelen Marc⁸⁹,den Elzen Wendy²

Affiliation:

1. Clinical Biochemistry Department , Vall d’Hebron University Hospital , Barcelona , Spain

2. Department of Clinical Chemistry and Laboratory Medicine , Leiden University Medical Centre , Leiden , The Netherlands

3. Department de Bioquímica i Biologia Molecular , Universitat Autònoma de Barcelona , Bellaterra , Spain

4. Department of Clinical Biochemistry , University Hospital of Salamanca , Salamanca , Spain

5. Department of Medical Biochemistry , Uludag University School of Medicine , Bursa , Turkey

6. Diagnost-IQ, Expert Centre for Clinical Chemistry , Purmerend , The Netherlands

7. Laboratori de Referència d’Enzimologia Clínica, Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona , Bellaterra , Spain

8. Laboratory for Clinical Chemistry and Hematology, Amphia , Breda , The Netherlands

9. Stichting Kwaliteitsbewaking Medische Laboratoriumdiagnostiek , Nijmegen , The Netherlands

Abstract

Abstract Reference intervals are commonly used as a decision-making tool. In this review, we provide an overview on “big data” and reference intervals, describing the rationale, current practices including statistical methods, essential prerequisites concerning data quality, including harmonization and standardization, and future perspectives of the indirect determination of reference intervals using routine laboratory data.

Publisher

Walter de Gruyter GmbH

Link

https://www.degruyter.com/document/doi/10.1515/almed-2020-0034/pdf

Reference52 articles.

1. Koerbin, G, Sikaris, KA, Jones, GRD, Ryan, J, Reed, M, Tate, J. Evidence-based approach to harmonised reference intervals. Clin Chim Acta 2014;432:99–107. https://doi.org/10.1016/j.cca.2013.10.021.

2. Gary, LH, Sousan, A, James, CBM, Ceriotti, F, Garg, U, Horn, P, et al. EP28-A3c: defining, establishing, and verifying reference intervals in the clinical laboratory; approved guideline—third edition. Clin Lab Stand Inst 2010;28:30.

3. Ozarda, Y, Ichihara, K, Barth, JH, Klee, G. Protocol and standard operating procedures for common use in a worldwide multicenter study on reference values. Clin Chem Lab Med 2013;51:1027–40. https://doi.org/10.1515/cclm-2013-0249.

4. Fraser, CG. Biological variation: from principles to practice. Washington, DC: AACC Press; 2001.

5. Klee, GG, Ichihara, K, Ozarda, Y, Baumann, NA, Straseski, J, Bryant, SC, et al. Reference Intervals: comparison of calculation methods and evaluation of procedures for merging reference measurements from two US medical centers. Am J Clin Pathol 2018;150:545–54. https://doi.org/10.1093/ajcp/aqy082.

Cited by 18 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. The BioRef Infrastructure, a Framework for Real-Time, Federated, Privacy-Preserving, and Personalized Reference Intervals: Design, Development, and Application;Journal of Medical Internet Research;2023-10-18

2. Deciphering reference intervals and clinical decision limits in equine endocrine diagnostic testing;The Veterinary Journal;2023-10

3. Reference Interval Harmonization: Harnessing the Power of Big Data Analytics to Derive Common Reference Intervals across Populations and Testing Platforms;Clinical Chemistry;2023-07-21

4. Hepatic Coccidiosis in Wild Rabbits in Greece: Parasite Detection on Liver Imprints and the Associated Biochemical Profile;Veterinary Sciences;2023-03-26

5. The BioRef Infrastructure, a Framework for Real-Time, Federated, Privacy-Preserving, and Personalized Reference Intervals: Design, Development, and Application (Preprint);2023-03-13