Comparison between polynomial regression and weighted least squares regression analysis for verification of analytical measurement range
- 주제(키워드) analytical measurement range , linearity , polynomial regression , verification , weighted least-squares regression
- 주제(기타) Medical Laboratory Technology
- 설명문(일반) [Chung, Jae-Woo] Dongguk Univ, Dept Lab Med, Ilsan Hosp, Goyang, South Korea; [Jeong, Tae-Dong; Kim, Soo-Kyung] Ewha Womans Univ, Dept Lab Med, Coll Med, Seoul, South Korea; [Kim, Sollip] Inje Univ, Ilsan Paik Hosp, Dept Lab Med, Coll Med, Goyang, South Korea; [Lim, Chi-Yeon] Dongguk Univ, Sch Med, Dept Biostat, Goyang, South Korea
- 등재 SCIE, SCOPUS
- 발행기관 WALTER DE GRUYTER GMBH
- 발행년도 2022
- 총서유형 Journal
- URI http://www.dcollection.net/handler/ewha/000000190896
- 본문언어 영어
- Published As https://doi.org/10.1515/cclm-2022-0018
- PubMed https://pubmed.ncbi.nlm.nih.gov/35531706
초록/요약
Objectives Recently, the linearity evaluation protocol by the Clinical & Laboratory Standards Institute (CLSI) has been revised from EP6-A to EP6-ED2, with the statistical method of interpreting linearity evaluation data being changed from polynomial regression to weighted least squares linear regression (WLS). We analyzed and compared the analytical measurement range (AMR) verification results according to the present and prior linearity evaluation guidelines. Methods The verification of AMR of clinical chemistry tests was performed using five samples with two replicates in three different laboratories. After analyzing the same evaluation data in each laboratory by the polynomial regression analysis and WLS methods, results were compared to determine whether linearity was verified across the five sample concentrations. In addition, whether the 90% confidence interval of deviation from linearity by WLS was included in the allowable deviation from linearity (ADL) was compared. Results A linearity of 42.3-56.8% of the chemistry items was verified by polynomial regression analysis in three laboratories. For analysis of the same data by WLS, a linearity of 63.5-78.3% of the test items was verified where the deviation from linearity of all five samples was within the ADL criteria, and the cases where the 90% confidence interval of all deviation from linearity overlapped the ADL was 78.8-91.3%. Conclusions Interpreting AMR verification data by the WLS method according to the newly revised CLSI document EP6-ED2 could reduce laboratory workload, enabling efficient laboratory practice.
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