Literature DB >> 31271498

Development and implementation of an expert rule set for automated reflex testing and validation of routine coagulation tests in a large pathology network.

Soma Mohammed1, Violeta Ule Priebbenow1, Leonardo Pasalic1,2,3, Emmanuel J Favaloro1,2.   

Abstract

INTRODUCTION: Haemostasis laboratories play a critical role in diagnosis and treatment of individuals with bleeding or thrombotic disorders. Routine coagulation assays such as prothrombin time (PT)/ international normalized ratio (INR), and activated partial thromboplastin time (APTT), are used in monitoring of anticoagulant therapy, as provided for treatment/prevention of thromboembolic disease, and also inform on potential haemostasis dysfunction. Increasing pressure is applied on clinical laboratories to improve response (test turnaround) times, reduce error rates and standardize policies. To this end, we describe our experience with the development and implementation of an automated process for reflex testing and validation of routine coagulation test results in a large pathology network compromising 27 laboratories.
METHODS: Custom-built expert rules were created to perform reflex testing and fully automate routine test validation. These rules were developed/implemented over a 15-month period, including 6 months for development/ testing and 9 months for training/implementation of >100 personnel at 27 sites.
RESULTS: These rules have enabled adherence of standardized pre-analytical (sample integrity) checks, automated reflex decisions, automated verification and overall alignment of network practices. In addition, clinically significant results are immediately referred to haematologists. We report an improvement in test turnaround times, also reflecting savings in operator time.
CONCLUSION: The process was generally well received and generally beneficial to most laboratories in the network.
© 2019 John Wiley & Sons Ltd.

Entities:  

Keywords:  autovalidation; blood coagulation; expert system; harmonization; laboratory Information system; pre-analytical variables; standardization

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Year:  2019        PMID: 31271498     DOI: 10.1111/ijlh.13078

Source DB:  PubMed          Journal:  Int J Lab Hematol        ISSN: 1751-5521            Impact factor:   2.877


  1 in total

1.  Should multiple factor dilutions be performed for all patient coagulation factor assays? Let the debate begin!

Authors:  Emmanuel J Favaloro; Leonardo Pasalic
Journal:  Res Pract Thromb Haemost       Date:  2022-03-13
  1 in total

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