Literature DB >> 25511152

Reference intervals data mining: no longer a probability paper method.

Alexander Katayev1, James K Fleming2, Dajie Luo2, Arren H Fisher2, Thomas M Sharp2.   

Abstract

OBJECTIVES: To describe the application of a data-mining statistical algorithm for calculation of clinical laboratory tests reference intervals.
METHODS: Reference intervals for eight different analytes and different age and sex groups (a total of 11 separate reference intervals) for tests that are unlikely to be ordered during routine screening of disease-free populations were calculated using the modified algorithm for data mining of test results stored in the laboratory database and compared with published peer-reviewed studies that used direct sampling. The selection of analytes was based on the predefined criteria that include comparability of analytical methods with a statistically significant number of observations.
RESULTS: Of the 11 calculated reference intervals, having upper and lower limits for each, 21 of 22 reference interval limits were not statistically different from the reference studies.
CONCLUSIONS: The presented statistical algorithm is shown to be an accurate and practical tool for reference interval calculations. Copyright© by the American Society for Clinical Pathology.

Keywords:  Estimation; Interpretation; Laboratory; Reference interval; Result; Test

Mesh:

Year:  2015        PMID: 25511152     DOI: 10.1309/AJCPQPRNIB54WFKJ

Source DB:  PubMed          Journal:  Am J Clin Pathol        ISSN: 0002-9173            Impact factor:   2.493


  11 in total

1.  An innovative approach based on real-world big data mining for calculating the sample size of the reference interval established using transformed parametric and non-parametric methods.

Authors:  Chaochao Ma; Li'an Hou; Yutong Zou; Xiaoli Ma; Danchen Wang; Yingying Hu; Ailing Song; Xinqi Cheng; Ling Qiu
Journal:  BMC Med Res Methodol       Date:  2022-10-20       Impact factor: 4.612

2.  The Reference Intervals of Whole Blood Copper, Zinc, Calcium, Magnesium, and Iron in Infants Under 1 Year Old.

Authors:  Feizai Ha; Yonghua Wu; Haining Wang; Tiancheng Wang
Journal:  Biol Trace Elem Res       Date:  2021-02-24       Impact factor: 3.738

3.  Reference intervals of trimester-specific thyroid stimulating hormone and free thyroxine in Chinese women established by experimental and statistical methods.

Authors:  Lican Han; Wei Zheng; Yanhong Zhai; Xin Xie; Jingnan Zhang; Shaozu Zhang; Zhen Zhao; Zheng Cao
Journal:  J Clin Lab Anal       Date:  2017-11-04       Impact factor: 2.352

4.  Comparison of reference distributions acquired by direct and indirect sampling techniques: exemplified with the Pediatric Reference Interval in China (PRINCE) study.

Authors:  Ruohua Yan; Kun Li; Yaqi Lv; Yaguang Peng; Nicholas Van Halm-Lutterodt; Wenqi Song; Xiaoxia Peng; Xin Ni
Journal:  BMC Med Res Methodol       Date:  2022-04-10       Impact factor: 4.615

5.  Establishment of haemoglobin A2 reference intervals in Pretoria, South Africa: A retrospective secondary data analysis.

Authors:  Cailin Nieuwenhuizen; Tshiphiri Netshidzivhani; Johan Potgieter
Journal:  Afr J Lab Med       Date:  2022-08-12

6.  A reference interval study for common biochemical analytes in Eastern Turkey: a comparison of a reference population with laboratory data mining.

Authors:  Ebubekir Bakan; Harun Polat; Yesim Ozarda; Nurinnisa Ozturk; Nurcan Kilic Baygutalp; Fatma Zuhal Umudum; Nuri Bakan
Journal:  Biochem Med (Zagreb)       Date:  2016       Impact factor: 2.313

7.  Retinol and α-tocopherol in pregnancy: Establishment of reference intervals and associations with CBC.

Authors:  Jingrui Liu; Sien Zhan; Yan Jia; Youran Li; Ying Liu; Ying Dong; Guodong Tang; Lin Li; Yanhong Zhai; Zheng Cao
Journal:  Matern Child Nutr       Date:  2020-03-05       Impact factor: 3.092

8.  Reference intervals established using indirect method for serum ferritin assayed on Abbott Architect i2000SR analyzer in Chinese adults.

Authors:  Qing-Ping Wang; Lin-Ying Guo; Zhi-Yong Lu; Jian-Wen Gu
Journal:  J Clin Lab Anal       Date:  2019-11-01       Impact factor: 2.352

9.  Clinical thresholds for diagnosing iron deficiency: comparison of functional assessment of serum ferritin to population based centiles.

Authors:  Gorkem Sezgin; Paul Monagle; Tze Ping Loh; Vera Ignjatovic; Monsurul Hoq; Christopher Pearce; Adam McLeod; Johanna Westbrook; Ling Li; Andrew Georgiou
Journal:  Sci Rep       Date:  2020-10-26       Impact factor: 4.379

10.  Reference ranges for clinical electrophysiology of vision.

Authors:  C Quentin Davis; Ruth Hamilton
Journal:  Doc Ophthalmol       Date:  2021-04-21       Impact factor: 2.379

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