IEF pattern classification-derived criteria for the identification of epoetin-delta in urine.


Autoria(s): Lamon S.; Boccard J.; Sottas P.E.; Glatz N.; Wuerzner G.; Robinson N.; Saugy M.
Data(s)

2010

Resumo

Epoetin-delta (Dynepo Shire Pharmaceuticals, Basing stoke, UK) is a synthetic form of erythropoietin (EPO) whose resemblance with endogenous EPO makes it hard to identify using the classical identification criteria. Urine samples collected from six healthy volunteers treated with epoetin-delta injections and from a control population were immuno-purified and analyzed with the usual IEF method. On the basis of the EPO profiles integration, a linear multivariate model was computed for discriminant analysis. For each sample, a pattern classification algorithm returned a bands distribution and intensity score (bands intensity score) saying how representative this sample is of one of the two classes, positive or negative. Effort profiles were also integrated in the model. The method yielded a good sensitivity versus specificity relation and was used to determine the detection window of the molecule following multiple injections. The bands intensity score, which can be generalized to epoetin-alpha and epoetin-beta, is proposed as an alternative criterion and a supplementary evidence for the identification of EPO abuse.

Identificador

http://serval.unil.ch/?id=serval:BIB_314DDA827D9A

isbn:1522-2683 (Electronic)

pmid:20564689

doi:10.1002/elps.200900645

isiid:000280057600002

Idioma(s)

en

Fonte

Electrophoresis, vol. 31, no. 12, pp. 1918-1924

Palavras-Chave #Adult; Algorithms; Decision Trees; Discriminant Analysis; Doping in Sports; Erythropoietin/urine; Government Agencies; Humans; Image Processing, Computer-Assisted/methods; Isoelectric Focusing/methods; Male; Multivariate Analysis; Recombinant Proteins; Sensitivity and Specificity
Tipo

info:eu-repo/semantics/article

article