A novel pharmacological model of acute reversible Leydig cell "castration" induced by a steroidogenic enzyme inhibitor, ketoconazole, achieves marked hypoandrogenemia in healthy men with an attendant 2.5-fold increase in 24-h mean serum luteinizing hormone (LH) concentrations. Mechanistically, the unleashing of amplified pulsatile LH release can be accounted for by any of three distinct models of deconvolution-estimated gonadotropin secretion, all of which are marked by a nearly twofold acceleration in LH secretory burst frequency. In addition, the models variously also predict concomitant prolongation of the endogenous LH half-life, an augmented LH secretory burst mass and duration, and/or the emergence of significant basal LH secretion. The nyctohemeral (cosinor analysis) rhythmicity of serum LH concentrations is not disturbed when androgenic negative-feedback signaling is withdrawn abruptly, but the apparent process randomness of LH release increases, as quantified by higher approximate entropy values. Thus we conclude that an intact (closed loop) androgen-mediated negative-feedback network in the adult human male is required to sustain low-frequency pulsatile LH release in a quantifiably orderly manner.