Title :
Clinical Validation of the Quick Dynamic Insulin Sensitivity Test
Author :
Docherty, Paul D. ; Berkeley, J.E. ; Lotz, T.F. ; Te Morenga, Lisa ; Fisk, L.M. ; Shaw, Geoffrey M. ; McAuley, K.A. ; Mann, J.I. ; Chase, J. Geoffrey
Author_Institution :
Centre for Bioeng., Univ. of Canterbury, Christchurch, New Zealand
Abstract :
The quick dynamic insulin sensitivity test (DISTq) can yield an insulin sensitivity result immediately after a 30-min clinical protocol. The test uses intravenous boluses of 10 g glucose and 1 U insulin at t = 1 and 11 min, respectively, and measures glucose levels in samples taken at t = 0, 10, 20, and 30 min. The low clinical cost of the protocol is enabled via robust model formulation and a series of population-derived relationships that estimate insulin pharmacokinetics as a function of insulin sensitivity ( SI). Fifty individuals underwent the gold standard euglycaemic clamp (EIC) and DISTq within an eight-day period.SI values from the EIC and two DISTq variants (four-sample DISTq and two-sample DISTq30) were compared with correlation, Bland-Altman and receiver operator curve analyses. DISTq and DISTq30 correlated well with the EIC [R = 0.76 and 0.75, and receiver operator curve c-index = 0.84 and 0.85, respectively]. The median differences between EIC and DISTq/DISTq30 SI values were 13% and 22%, respectively. The DISTq estimation method predicted individual insulin responses without specific insulin assays with relative accuracy and thus high equivalence to EIC SI values was achieved. DISTq produced very inexpensive, relatively accurate immediate results, and can thus enable a number of applications that are impossible with established SI tests.
Keywords :
biochemistry; biomedical measurement; diseases; Bland-Altman analysis; DISTq; EIC; clinical validation; euglycaemic clamp; glucose intravenous boluses; insulin pharmacokinetics estimation; population derived relationships; quick dynamic insulin sensitivity test; receiver operator curve analysis; robust model formulation; time 1 min; time 10 min; time 11 min; time 20 min; time 30 min; Correlation; Insulin; Parameter estimation; Protocols; Sensitivity; Silicon; Sugar; A posteriori parameter identification; insulin sensitivity; parameter identification; structural model identifiability; Adult; Aged; Female; Glucose; Glucose Clamp Technique; Glucose Tolerance Test; Humans; Insulin; Insulin Resistance; Lactic Acid; Male; Middle Aged; Models, Biological; ROC Curve;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2012.2232667