A mathematical comparison of techniques to predict biologically available testosterone in a cohort of 1072 men.
OBJECTIVE
In the absence of widely available measures of determining free and/or bioavailable testosterone (BioT) physicians may use formulae such as the free androgen index (FAI) to estimate free testosterone. We compared the efficacy of calculated markers of androgen status in predicting serum BioT and hypogonadism.


METHODS
Total testosterone (TT), sex hormone binding globulin (SHBG) and BioT were determined in a large cohort of men. Comparison of calculated androgen levels was performed following endocrine assessment.


METHODS
TT and SHBG were determined by ELISA, and BioT was determined by ammonium sulphate precipitation. From these data we calculated FAI and free testosterone using two other published formulae - FTnw (free testosterone as calculated by the method of Nanjeee and Wheeler) and FTv (free testosterone as calculated by the method of Vermeulen). A novel formula was derived to calculate BioT from given levels of TT and SHBG (BTcalculated). The ability of the methods (FAI, FTnw, FTv, BTcalc) to predict BioT were compared using regression analysis. The ability of these markers of androgen status to predict biochemical hypogonadism was compared using area under receiver operator curve (auROC).


RESULTS
The equation derived from our data was the best predictor of BioT (R(2)=0.73, P<0.0001) although TT was also a good marker (R(2)=0.68, P=0.0001). In the determination of hypogonadism, of all currently available formulae none were better that the TT (auROC: TT=0.93, FAI=0.72, FTnw=0.91, FTv=0.88) although when TT is borderline (7.5<TT<12 nmol/l) estimates of free testosterone are superior to TT alone (auROC: TT=0.63, FAI=0.74, FTnw=0.75 and FTv=0.75).


CONCLUSIONS
TT is the best marker of hypogonadism and BioT, when TT is borderline calculated indices of free testosterone or BioT are useful and may help confirm hypogonadism.
Morris
Paul D
PD
Department of Cardiology, Royal Hallamshire Hospital, Sheffield S10 2JF, UK.
Malkin
Chris J
CJ
Channer
Kevin S
KS
Jones
T Hugh
TH
D015415:Biomarkers / Q000097:blood; D015331:Cohort Studies; D006801:Humans; D007006:Hypogonadism / Q000097:blood* / Q000175:diagnosis*; D008297:Male; D008954:Models, Biological; D011237:Predictive Value of Tests; D012044:Regression Analysis; D012680:Sensitivity and Specificity; D012738:Sex Hormone-Binding Globulin / Q000378:metabolism; D013739:Testosterone / Q000097:blood*
D015415:Biomarkers; D012738:Sex Hormone-Binding Globulin; D013739:Testosterone