Literature DB >> 34939057

Continuous reference intervals for pediatric testosterone, sex hormone binding globulin and free testosterone using quantile regression.

Daniel T Holmes1,2, J Grace van der Gugten1, Benjamin Jung3, Christopher R McCudden4,5,6.   

Abstract

Testosterone (T), sex hormone binding globulin (SHBG), free testosterone (FT) and bioavailable testosterone (BAT) are commonly employed tests in pediatric endocrinology and all require age-dependent reference intervals for interpretation. The common methods used to derive these reference intervals require decisions about data shape and/or age partition thresholds, which can result in sharp differences between age groups, particularly for pubescent children. Partitioning also results in a form of data loss, where data from one age-bin is completed disconnected from the adjacent age-bins. Non-parametric continuous reference intervals methods have previously been developed to avoid some of these drawbacks. These strategies use all the available data and smooth transitions between ages avoiding partitioning. However, the fitting process involves selection and adjustment of many parameters and it can be difficult to maintain a reproducible approach. Here we provide a workflow for non-parametric continuous reference intervals applied to T, FT, BAT, and SHBG using the R language quantregGrowth package. T measurements were determined by LC-MS/MS, FT and BAT were calculated, and SHBG was measured on the Roche Cobas e601. The continuous interval methodology is described in detail with code examples and illustrations for reproducibility. ©2021THEAUTHORS.PublishingservicesbyELSEVIERB.V.

Entities:  

Keywords:  BAT, bioavailable testosterone; FT, free testosterone; GAMLSS, generalized additive models for location scale and shape; LC-MS/MS, liquid chromatography and tandem mass spectrometry; LMS, lambda mu and sigma; SHBG, sex hormone binding globulin; T, testosterone

Year:  2021        PMID: 34939057      PMCID: PMC8662326          DOI: 10.1016/j.jmsacl.2021.10.005

Source DB:  PubMed          Journal:  J Mass Spectrom Adv Clin Lab        ISSN: 2667-145X


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5.  Evidence of testicular activity in early infancy.

Authors:  M G Forest; A M Cathiard; J A Bertrand
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